model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "lmqg_output/qg_squadshifts_vanilla/bart_large_squadshifts_amazon/best_model",
+  "_name_or_path": "lmqg_output/qg_squadshifts_vanilla/bart_large_squadshifts_amazon/model_tblybc/epoch_1",
   "activation_dropout": 0.1,
   "activation_function": "gelu",
   "add_bias_logits": false,

eval/metric.first.answer.paragraph_answer.question.asahi417_qg_squadshifts.amazon.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.280264323182759, "Bleu_2": 0.18619909027143247, "Bleu_3": 0.12626993136378065, "Bleu_4": 0.08769654377017277}, "test": {"Bleu_1": 0.279534779691338, "Bleu_2": 0.18782770325275006, "Bleu_3": 0.12883523220545018, "Bleu_4": 0.09077846912349459}}

eval/metric.first.sentence.paragraph_answer.question.asahi417_qg_squadshifts.amazon.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2806522636576111, "Bleu_2": 0.1863693779287223, "Bleu_3": 0.12636810131255752, "Bleu_4": 0.08795394082562154, "METEOR": 0.22932100778617287, "ROUGE_L": 0.2774662249959526, "BERTScore": 0.923307786616811, "MoverScore": 0.6264298392447288}, "test": {"Bleu_1": 0.2818541978032339, "Bleu_2": 0.18890140607756248, "Bleu_3": 0.12918622032151714, "Bleu_4": 0.09099295147291529, "METEOR": 0.23041348803057685, "ROUGE_L": 0.27847526300218034, "BERTScore": 0.9229687788856035, "MoverScore": 0.6280612312344818}}

eval/samples.validation.hyp.paragraph_answer.question.asahi417_qg_squadshifts.amazon.txt

@@ -0,0 +1,1648 @@
+What type of arthritis does the reviewer have?
+What did the reviewer use the product for?
+How many batteries does the American Innovative Portable Dual-Timer take?
+How would they feel about having this scraper in their kitchen?
+Where did the reviewer put the product?
+What can easily burn in the pan?
+What don't the bigger measuring cups do?
+What makes normal noise when the heater is set on maximum output?
+How long is the strap?
+How loud is the vacuum?
+Where did the reviewer try to use the basket?
+How many washclothes did the reviewer receive?
+How does the product work?
+Why did others buy the bowls?
+What happens when slicing a roast or turkey breast?
+When does it slip out of the bottle?
+How did the reviewer feel about the purchase?
+What is one thing the reviewer doesn't like about the Dyson?
+What did the reviewer not take into consideration when buying the product?
+What kind of knives don't seem to hold as well?
+How is the value of the knife?
+When did the reviewer receive the product?
+How many cups of rice do you have to cook?
+Where did they find the tv stand?
+What was the only reason the reviewer didn't give the product a 5 star rating?
+How long has the reviewer owned the trash can?
+What brand is the new vacuum?
+How long ago did the reviewer buy the product?
+How long has the mattress held its air?
+Where does the humidifier sit in the hotel?
+Where does the reviewer live?
+What brand of product is the reviewer writing about?
+Where did they buy their machine?
+What holds the bags together?
+What material are the knives made from?
+When did the reviewer update his review?
+How long does the water stay pleasantly cool in a hot car?
+What is wrong with the battery compartment?
+What is the reviewer's only complaint about the product?
+What did the reviewer's husband's shirts look like?
+What did the reviewer lose from the pressure of the cutter?
+What kind of shoes does the coating on the racks help prevent from sliding?
+What did the reviewer have a little trouble with?
+How long is the runtime?
+What is the bottom of the pot?
+Where is the Hoover made?
+Is the pricing comparable to Brita filters?
+What did the reviewer purchase?
+How are the instructions described?
+How does the grinder perform?
+What was wrong with the pan?
+How many people can you cook for in a crock pot?
+What happened to the ink used to label the button?
+What material are the bags made out of?
+How loud is the alarm?
+How many did the reviewer buy?
+How much food does the programmable crock pot hold?
+What is so solid?
+How many qt are in the pot?
+How many pets does the reviewer have?
+Where did they get the cheap thin plastic one?
+What was not included with the French press?
+What does the author's teen son not like when he moves?
+What do they do as they juice?
+What are the towels like?
+How did the reviewer feel about ordering a second set?
+How do you take the eggs out of the container?
+What type of filters does the reviewer recommend?
+What is the reviewer's problem with the pan?
+How does the pan excel?
+What comes with the Deni 5600 Yogurt Maker?
+What is the reviewer's only problem with the grill?
+How durable is the beater?
+What type of griddle did the reviewer buy?
+What is wrong with the legs?
+What material are the containers made from?
+What material is the blender made from?
+What does the reviewer wish the product had?
+What is the most comfortable folding chair?
+What gets between the plastic and machine?
+How long has the author owned the old fan?
+How heavy is the dinnerware?
+What is higher than other reviewers?
+What is the lever like?
+What is wrong with the product?
+What is the nicest part of the product?
+What is great for the reviewer?
+What is the product being reviewed?
+Who did the reviewer have to trust to tell the truth about the stone?
+How were the sheets?
+How many did they buy?
+What can the blender take on and turn it into a wonderful smoothie?
+What was the reason the reviewer was discouraged from buying a juicer?
+What type of tortillas did the reviewer use?
+When did the reviewer order the bed?
+What is the difference between the two air mattresses?
+What can be a surprise when you get a little careless?
+What else can the reviewer use the machine for?
+What helps to keep the portions to a reasonable size?
+How long has the reviewer owned the product?
+Is the more expensive Keurig better than the one?
+How deep are the pockets on the sheets?
+What was the smell of the mold?
+What is the main benefit of using the Exo Super Peel?
+What brand is the water kettle?
+How long does the Vacu Vin extend the life of the wine?
+What size are the mats?
+What did they use before?
+What is the only reason the product lost a star?
+How many times did the reviewer use the product?
+What did the reviewer try to fix the problem?
+How high is the grinder?
+What is the product?
+How often do they eat yogurt?
+What brand is the product being reviewed?
+What is the problem with the water quality of the pitcher?
+How tall is the product?
+How did the waffles come out?
+How durable is the juicer?
+Where did the reviewer find the only 10" knife holder?
+What is one drawback of the cordless vacuum?
+What was not cooked in the slow cookers?
+How much did the reviewer pay for the mattress?
+What did the reviewer say about the price?
+Where does the reviewer store the grinder?
+How much smaller is the toaster than advertised?
+What is the reviewer a fanatic for?
+How are the cages?
+What happened when the reviewer first used the product?
+What are the advantages of the cutters?
+What brand of knives do the magnets hold?
+How many cups does the coffee maker hold?
+What is the salt shaker made of?
+How much space does the reviewer have now?
+How many vanes were broken?
+What has the reviewer not tried with the peeler?
+What material are the fans made from?
+What color is the light?
+How does the reviewer describe the quality of the machine?
+What is a little stiff?
+What was a snap?
+What will not fit in the dryer?
+What did they seal?
+What color is the base?
+How old is the old Cuisinart?
+How long did it take to dry?
+What did they buy?
+How often does the reviewer use the vacuum?
+How much is the bread knife?
+What stopped springing?
+Who couldn't handle temperature in the house greater than 75 degrees?
+What did the reviewer use to clean the cutting board?
+How easy is it to clean the cutting boards?
+What do they have to do in order for it to be available when they need it?
+Is it easy to put together and use?
+What grade is the spoon?
+What are the tips of the clamps made of?
+What is the Salad Shooter a definite must-have?
+What type of coffee press did the reviewer purchase?
+What feature does the Breville tea maker have that is great?
+Who put the TV stand together?
+What brand are the cloths?
+Where was the insulation burned?
+What is the height of the tv stand?
+What is the product being reviewed?
+What does the reviewer use the product on?
+How is the scale?
+What does the toaster do a good job on?
+What happened to the tops of the cupcakes?
+How did the reviewer learn how to use the roller?
+How does the coffee maker look?
+What is one of the best things about the product?
+What is the price of the Table Mate?
+What is the problem with the metal mug?
+How big is the water dispenser?
+How long does it take for water to settle in the pitcher?
+What is one of those products you just can't really improve on?
+What is the reviewer's opinion of the smaller tongs?
+What should you not leave in the pan while cooking?
+Why do they like the travel mug?
+How long have they been drinking pu-erh tea?
+How much pork shoulder did the author put in?
+What is the reviewer going to do with the product?
+How many items can the colander hold?
+How did the reviewer do with the older hoover?
+What should you do if the two-piece feature bothers you?
+What color are the wooden dowels?
+What is not in the shower curtain?
+What did they purchase?
+What does the nonstick coating seem to have?
+What condition is the coffee maker in?
+What shape are the spoons?
+Is the ironing board expensive?
+What does the grout get slightly cleaner?
+What type of coffee did the reviewer try with the product?
+What was not in the brewed product?
+What kind of areas is the upright vacuum good for?
+When did the reviewer use the blender?
+What did they return?
+What brand is the product?
+How loud is the filter?
+What is the product being reviewed?
+What kind of pan does the folding racks fit in?
+What did the reviewer end up with?
+What brand is the set?
+What kind of coffee does the coffee club provide?
+What did the negative reviews say about the product?
+What kind of hair does the Dyson work well with?
+How much water does the reviewer buy per week?
+Where is the trash can located in the kitchen?
+How does the reviewer feel about the product?
+What does the reviewer use the toaster oven for?
+What type of dehumidifier is this?
+How many pieces did the reviewer purchase?
+How much does the product hold?
+What can the reviewer do with the strap on the vacuum?
+What will you not be able to do with a traditional can opener?
+What color is the KA stand mixer?
+How loud is the product?
+What is the design of the Keuring K-Cup filter different than other reusable K-cup gizmos?
+Where are the measurements on the cups?
+What is the utmost importance of a towel?
+How old were the two?
+How many trips did the person make to the store?
+How much did they spend on the product?
+What can be washed in the dishwasher?
+What is very short?
+How is the Circulon constructed?
+What kind of smell does it have?
+What kind of blend are the lids used for?
+What is wrong with the arm that holds the roller?
+What will happen if the cup falls on your foot?
+What setting of the air filter is actually pretty quiet?
+What did they put together?
+What was the size of the crock pot?
+Why wouldn't the reviewer put sugar or flour in the product?
+How much pet hair does the reviewer have?
+What happened to the second one?
+What does the reviewer think might cause the blender to bog down?
+What do the lights still work?
+What brand is the product being reviewed?
+What kind of blade was on this product?
+How do the sheets feel to the hand?
+What was the first problem the reviewer had with the iron?
+What can you do with the thermometers?
+What temperature are they?
+What kind of salt and pepper does the reviewer suggest not holding the shakers upside down?
+What is it not good for?
+How long has the reviewer had the coffee maker?
+What is the size of the pot?
+How many mugs did the reviewer buy?
+What is the product being reviewed?
+How many pieces are in the spatula set?
+How much does the heater cost?
+What kind of drinks are these glasses wonderful for?
+What makes it easier to get the coffee grounds in and out of the Bodum?
+How is the mini dehumidifer described?
+What setting does the kettle have?
+What do they do together in the living room?
+What does the reviewer think of vinegar and water?
+What kind of salt and pepper shaker is the set?
+What kind of drinks does the machine make?
+What might happen to the eye, skin and respiratory irritants if the product is inhaled or absorbed through the skin?
+What was wrong with the lid?
+How many dinner settings did the reviewer put in the organizer?
+What are the fan parts made of?
+How much did the reviewer pay for the product?
+What happens if you use a regular two-piece canning lid?
+What material are the lids made of?
+What material is the infuser made from?
+Where did they move?
+How does the silverware keep?
+What would you have to buy in order to bypass the filter?
+What is very soft and cool to touch?
+What color are the filters?
+What does the reviewer recommend for making several cups of coffee at a time?
+What was wrong with the heater?
+What material are the containers made from?
+What is the only downside of the spoon?
+How many skillets would the reviewer recommend the product for?
+What is the reviewer's favorite thing about the product?
+How many knives did they purchase?
+How easy is the salt and pepper shaker to refill?
+How long did the reviewer have problems with the coffee maker?
+How long has the reviewer been using the mat?
+What type of burners does the stove have?
+What brand of product does the reviewer normally like?
+What color do the smaller Eva-dry units seem to take forever to turn?
+How big is the chef's knife?
+What comes out of the tube?
+What do they use to hold down the carrot?
+How did the yogurt come out?
+Where can you refill the cylinders?
+What did the reviewer buy the product for?
+What kind of arm does the paper towel holder have?
+Where did the reviewer hang the vacuum?
+How many stars did the reviewer give the product?
+What did the daughter ask for for Christmas?
+How many steam vents are on the iron?
+How high is the heat level when handling the pot?
+What did they not know existed?
+Where does the dust go?
+What type of milk does the machine work well with?
+What was used to clean the machine?
+What does the reviewer say is missing from the product?
+What is the size of the screen?
+What does the reviewer say the mason jars look like?
+What temperature does the wall get?
+What is expensive?
+What size items will the reviewer use the tongs for in the future?
+What happened in the middle of the summer?
+What makes the mattress make when you lay on it?
+What is the only strange thing about the scale?
+What kind of carpets does the vacuum work well on?
+What does the tray do well?
+What makes it difficult to fill?
+Who does the reviewer cook large meals for?
+What brand of towels were ordered from Amazon?
+What is the only problem with the product?
+How is the price of the grill compared to their old grills?
+What kind of power does it have?
+What material are the bottles made from?
+What does the reviewer not use?
+Does the reviewer recommend the product?
+What type of grater does the reviewer own?
+When do they transfer the popped kernels to another bowl?
+How many did the reviewer order?
+What is the product perfect for?
+Where is the utensil set being reviewed?
+What does the reviewer secure the product with?
+What was going to be tight?
+How is the construction?
+What brand is the Green Earth Wok by?
+What kind of blade does the peeler have?
+What was the reviewer's sworn promise?
+What will happen if they don't fix it?
+What did the reviewer want to do?
+Who did the reviewer buy the largerCrockpot?
+How do they make their own yoghurt?
+What is the product being reviewed?
+Where is the smallest size Benriner from?
+How does the reviewer feel about the product?
+Where is the silicone baking mat needed?
+What might be difficult to manage if you are not familiar with assembling something like this?
+What is a hit/miss?
+How many stars did the reviewer give the vacuum?
+Where did they branch out into?
+What type of rooms would the product be perfect for?
+How much did the reviewer pay for the machine?
+How many sizes did the reviewer purchase?
+What do they recommend using to keep the devet aligned with the cover?
+What is safe to use in the dishwasher?
+How many items have they lost in the four years they have been using FiestaWare?
+How much larger are the Enclume racks?
+How big are the mugs?
+What is the quality of the organizer?
+Where do you put the eggs?
+How was the grind size?
+Why did the reviewer purchase this product?
+What is the product being reviewed?
+When does the reviewer mainly use the travel mug?
+What kind of foam does the reviewer claim the pillows use?
+What kind of sidewalks do they have?
+Why did the reviewer buy the slow-cooker?
+How did the reviewer describe the reviews on the kettle?
+How many ounces does the Thermos hold?
+What is indispensable in the kitchen?
+What did the reviewer enjoy using?
+How much hand pumping does the product have?
+What temperature does the fabric maintain performance after repeated washings?
+Where does the author toss the mandolin when done?
+What kind of handle does the knife have?
+What is a bit odd?
+What does the product do?
+How long will the mattress last?
+How does the product seem to be made?
+Where should the glasses be placed in the dishwasher?
+What is the key to mashed potatoes?
+How long did the coffee stay hot after being removed from the thermos?
+What is the product?
+What are good and sturdy as well?
+What type of vacuum was the reviewer looking for?
+When did the reviewer buy the pan?
+What is the product being reviewed?
+How is the oven compared to conventional stove, electric grill, or microwave?
+How does the can crusher work?
+How long does the charge last?
+Where are the tags on the bags?
+How many quart bowl does the mixer have?
+When did the breadmaker stop working?
+How many CUPS of water was tested?
+What does the product do?
+What did the reviewer do to prevent the problem?
+Where did the reviewer buy the product?
+How much is the dehumidifier?
+How long does it take to heat up?
+What brand is the product?
+What does the product look like?
+What kind of pillows are going flat after months of use?
+What was deglazed in the pot roast?
+What was the reason the duvet arrived so quickly?
+When did the reviewer's husband constantly ask for coffee?
+What was the ice pack purchased for?
+What does the French Press work well with?
+What brand is the product?
+What kind of utensils do they use with longer handles?
+How does the reviewer feel about using the product for cookies?
+How does the product seem?
+What does the blower do to cans of air?
+Where did the reviewer buy good, strong coffee beans?
+How much did the reviewer pay for the product?
+How does the reviewer describe the quality of the heater?
+What should you do when cooking in the pan?
+What are the grommets, hangers and rod free of?
+What size slot is on the right of it?
+What kind of milk does the ice cream maker work well with?
+Where do they store the print out sheets of paper?
+Where did the reviewer go to make spaghetti eis?
+How many people does the reviewer cook for?
+Who liked it alot?
+What part of the caraf doesn't break?
+How deep is the mattress?
+What was wrong with the product?
+What started to bend and create clogs in the block?
+What kind of heft is the mat?
+When did they get the product?
+What is the main drawback of the product?
+What did some people complain about?
+What happened to the Sunbeam?
+What can you do to the tablecloth if you don't have pets?
+What is the product being reviewed?
+How much is the Hoover Elite Rewind at Walmart?
+What do they use the pans for?
+What does the poster combine with it to create a unique experience?
+Where does the reviewer use the product?
+What is the only thing the reviewer hates about the Breville BJE200X?
+What comes with the vacuum?
+Where does the reviewer throw the cutting board?
+How much less time does the Breville oven take than the GE big oven?
+What collects in the drain bottom?
+Why does the reviewer have to use regular ground coffee as his fine coffe?
+What kind of product are these?
+How does the coffee taste?
+What did the reviewer use the second hook for?
+How many times a day will the reviewer use the pan?
+What does the Thermos travel mug do?
+What should you do if you don't like to stay put while you sleep?
+What is the best way to use the product?
+How much did the reviewer pay for the 4 knives?
+What color is the battery case lid?
+What do they wish the duvet was?
+What did the reviewer do to the towel to make it better?
+What was wrong with the grinds of Intelligentsia Black Cat?
+Who bought the product for?
+What is the author in right now?
+Where can the product be mounted?
+What is wrong with the cord?
+What does the reviewer feel is slightly misleading?
+What is wrong with the heater?
+What else did they buy for their daughter's bed?
+How long does it take to turn the iron off?
+What did the reviewer do when they received the sheets?
+What happens if you are using a chilled beverage?
+What size rooms is the heater just right for?
+How is the quality?
+Why is the reviewer returning the kettle?
+How did the chicken come out?
+What is the size of the throw?
+How much water does the tank hold?
+What type of juicers have they tried over the years?
+What does the reviewer recommend the product for?
+What does the reviewer have no idea about?
+What brand are the lids?
+What does the reviewer think of the blender?
+What did the reviewer do with one of his gloves?
+How do the towels feel when rubbed?
+What keeps things from moving and rattling in the organizer?
+How long does it take to cook brown rice in this rice cooker?
+What are the openings of the knife set?
+How many people have left after buying the product?
+What does the blade do?
+What is a little bit of a learning curve with this product?
+How many cans of tomatoes does the can opener work well with?
+What should be on the chart relating American rice types to the Asian types?
+Is it worth it?
+What type of animal does the reviewer own?
+Who did the reviewer give the product to?
+What do you need to do to open the jar opener?
+Where did the author buy the old computer?
+What do they use them for?
+What can't the author live without now?
+What would the pan be good for?
+What brand is the product being reviewed?
+Where does the brush take up a bit of space?
+What does the cup have?
+Where are the cats safe?
+Who wanted a pot rack made out of wood?
+How many of the glass in the pack was broken?
+What kind of grip does the product have?
+How many sticks does the product hold?
+What brand of cookware does the reviewer usually buy?
+What was removed from the table top in one piece?
+What made the cart look better than the day I bought it?
+How long does the ice pack stay frozen?
+How wide is the pan?
+What size cubes do they prefer?
+What was the slicer purchased for?
+What was wrong with the reviewer when holding the Thermos travel mug?
+What does owning a bar mean?
+Where does the milk stick to?
+How sharp is the knife?
+What kind of microfilament is the fabric made of?
+What brand is the mattress?
+How many people were at the potluck BBQ?
+What do you have to do to learn how it works?
+Why do they like the spatulas?
+What brand is the air purifier?
+What does the bowl have that makes it easy to handle?
+What does the reviewer sprinkle on the outside of the cakes?
+What does the reviewer use the hot pot for?
+How many shakes did the reviewer make with the blender?
+What kind of vacuum is it?
+How big is the Wilton Nonstick Cooling Rack?
+What brand is the product being reviewed?
+When did the reviewer buy the pan?
+What size muffin pans are wider than wilton?
+What can be done to make the juice taste better?
+What is the main difference between the two lids?
+What kind of squeegee blade does the vacuum have?
+What did the reviewer purchase?
+How much more likely is the reviewer's son to eat food if he helps prep it?
+How have the new Breeze features changed?
+What is the best part of the Dyson?
+How did the author buy the factory-reconditioned KitchenAid Professional mixer?
+What is the other cool thing about the Kitchen shears?
+What does the reviewer use the product for?
+What brand is the scale?
+What was in the side of the thin cardboard box?
+How long did it take to receive the product?
+What material is the spoon rest made from?
+What color is the squeezer?
+What is wrong with the water reservoir?
+What is the product made of?
+What is the size of the dispenser?
+What should you do if you have hard water?
+How does the product hold a lot of utensils?
+How big is the steamer basket?
+What did the reviewer become a fan of over the years?
+What has the reviewer noticed about newer toaster ovens?
+How many glasses were in perfect shape and shipped well?
+What did the dogs assist the reviewer in doing without them?
+How many did they order?
+How does the product produce?
+What issue has the reviewer not had with the knives?
+What is wrong with the product?
+What would break when the potatoes were squeezed hard?
+What is the product being reviewed?
+What comes with the product?
+How did the reviewer describe the color of the machine?
+How much Clorox does the reviewer suggest using to clean the product?
+What was the size of the mattress cover?
+How long does it take to clean the little balls up?
+How much chocolate does it take to get the product flowing properly?
+What material would the reviewer prefer the product to be made from?
+What kind of cover does the mattress have?
+What setting is the reviewer unable to grind with?
+What was wrong with the pan?
+Is the product easier to clean?
+What can the reviewer do with confidence and convenience?
+What two items does the reviewer compare the sandwich maker to?
+How loud is the fan?
+What are fragile?
+What does the reviewer like to bake?
+What will the mattress protector protect the mattress from?
+What is well written?
+How did they feel when they received the product?
+How many pieces are in the product?
+How much thermal insulation does the product have?
+How long has the reviewer been using the cookware?
+What kind of noise does the product make?
+What had washed off?
+What color are the handles?
+What will happen if you put the soap in too soon?
+How much milk does the bag hold?
+What was ordered?
+What does the Queen size sheet include?
+How many did they buy for their family members?
+What is one feature of the blanket that the reviewer likes?
+Where did the reviewer purchase the knife?
+What size pans did the reviewer receive?
+What brand of brewer is the reviewer reviewing?
+What is not on the toaster?
+What size mug did the reviewer buy?
+What does the product work well for?
+What are the handles and bottom made of?
+How many stars did the reviewer give the product?
+Where is the room in the system that deposits dust?
+Where did the husband see the ice pops?
+What is the reviewer not sure about the product?
+What was it worth?
+What does the coating look like?
+What is an additional item that costs an additional $23?
+Is it easy to clean the juiceman?
+What brand of cooking utensils are they a big fan of?
+Where did the reviewer see the product?
+How long did it take for the desk to arrive?
+What kind of material is the lid made of?
+What type of animal lives in the alcove?
+What do you need to do to stop the clock?
+Where do they keep them?
+What kind of pads do they have?
+What is wrong with the nut grinder?
+How old is the reviewer's son?
+What has warped upward after repeated steaming?
+What are there no in the cups or spoons?
+Where do they store them?
+Where is the Dyson easy to move?
+How much water does the bottle hold?
+How long has the slicer been in use?
+How many did they buy?
+What is the best part of the tablecloths?
+How many tanks of water did the reviewer run through it?
+What color did the reviewer's husband want the sheets to be?
+How many did they purchase?
+How is the French press made?
+How long does the warranty last?
+What kind of graduations are on the inside of the cups?
+What does the reviewer do to get the salt out of the ceramic grinder?
+How many cut marks does the red spoon have?
+Where did the reviewer order the product?
+What has held up well so far?
+What should you use to stuff the casing?
+What country is the grill from?
+What kind of mug is this?
+How deep is the skillet?
+How big is the pan?
+How long can the rice stay warm in the cooker?
+How is the material of the product compared to their other CorningWare item?
+How are the pans described?
+How long has the reviewer had the product?
+What are the edges of the blender like?
+Where does the reviewer hold the hose?
+What is extremely sharp?
+What is wrong with the product?
+How is the insulation quality?
+What was painted on the chair?
+How does the rice cook in the rice cooker?
+What type of jars are they?
+What is pretty good?
+What brand is the newer machine?
+What kind of tape did the reviewer use to seal the jar?
+What kind of grip do the hangers have?
+What is clean?
+What size comforter did the reviewer hope the product would hold?
+What did the reviewer suffer too many disappointments in?
+Where does the reviewer put the container to cool?
+What type of butter will the reviewer try next?
+What does the toast burn?
+What is the problem with the towels?
+What seized up in the Vitamix?
+What size mattress did they fit perfectly?
+How many stars did the reviewer give the Black and Decker DCM2500?
+How high is the water station?
+What kind of heat did the heater put out?
+What is wrong with the magnetic strips?
+What is the danger of using the heater in narrow space?
+What works great?
+What is it like having an espresso machine without?
+What does the reviewer not want the product to do?
+What kind of beverages will the reviewer use the mug for?
+What is the name of the product being reviewed?
+What is the better design of the product?
+How many pieces did the box arrive in?
+What is the product being reviewed?
+What kind of salad did the reviewer make?
+When do the bowls nick?
+What was a surprise?
+What is the model of the product being reviewed?
+Why did the reviewer get the product?
+How did the reviewer feel at first about the product?
+What is the reviewer's main concern with the vacuum?
+What color are the sheets?
+What comes with the blender?
+How long does it take to brew a pitcher of tea?
+What was the delivery estimate for the processor?
+What kind of stock is the product made from?
+How long did it take to get a replacement?
+What did the package recommend dust the mold with?
+Where does the rotting chicken eminating from?
+What does the reviewer friggen?
+What brand is the mixer?
+What feature does the reviewer like about the Bissell?
+How many have they purchased?
+What size is the cup?
+What brand is the beater?
+What kind of tops are on the pots and pans?
+What other products has the reviewer's daughter tried?
+How much does it cost to buy a conventional mattress/box spring?
+What does the plastic flex at?
+Why did the reviewer purchase the "animal" version?
+How long did the fabric wear down before it tore?
+How many did they order?
+How long did the reviewer run it for before it was full?
+What is the problem with the apartment?
+What is on the back of the product?
+What is wrong with the product?
+How difficult was setting it up?
+How big was the small piece of paper on the packaging?
+What does the utensil holder do well?
+What is wrong with the lid?
+How long did the reviewer keep looking at them?
+What is the size of the mason jars?
+Where does the dark coating burn?
+How many pieces is the Dinnerware set?
+What company is the reviewer going to purchase another one from?
+What kind of beep does it make the reviewer's heart race?
+What is the only negative of the product?
+How does the fan look on your desk?
+What color is the rubber blade?
+How did the reviewer store two half chicken breasts with sauce?
+What brand is the product being reviewed?
+What color are the bags?
+How many people do they have?
+What does the reviewer suggest doing to the mats to make them stay flat?
+What is the product in?
+How long has the product been in operation?
+What was ordered?
+What kind of storage does the charger/stand allow for?
+Why did the reviewer have to return the product?
+What brand of sharpener was the reviewer reviewing?
+What saves the thermometer after a couple of minutes?
+What type of bag does the reviewer feel like when they shop?
+What additional item did the reviewer order?
+What was the best thing about the Starbucks travel mugs?
+Where does the reviewer place the mailbox?
+What is the safety feature of the grinder?
+What did the company do when others complained about the fan?
+What do they like about the trashcan?
+What shape are the cutting heads on both the carbide blades?
+What is lightweight and pulls up lots of dust and fuzz?
+What does the Breville do better than the big oven?
+How many vacuum cleaners does the reviewer own?
+What brand of ice cream maker would the reviewer not buy again?
+What brand is the vacuum?
+How much of the apple can the machine not peel?
+How much water is in the cup?
+How long has the reviewer owned the pan?
+How many pets does the reviewer have?
+When did the foam arrive?
+What else does BedVoyage sell on Amazon?
+What size plate does the product come with?
+What was the price of the pan the day after I ordered it?
+How many points do you need to accumulate to get something free?
+What is a lot easier when you have?
+How long have they had their cup?
+What is the oven big enough to warm?
+What happens to the trays from twisting and turning?
+What material is the pan made from?
+How long has the reviewer owned the product?
+How powerful are the Nutribullet 600 and 900 watt models?
+How does the reviewer feel about the machine?
+How long did it take to grind to fine powder?
+What kind of coffee does the reviewer typically bring along when traveling?
+Does the filter leak?
+What product is the reviewer reviewing?
+What are the negatives of the silicone oven mitts?
+What is no more for the reviewer?
+How much space is the bottle for product?
+What type of implements did the reviewer not want to use on this product?
+Is the product heavy?
+What was the reviewer looking for?
+How long will the pots and pans last?
+What brand of coffee machine does the reviewer have?
+Where does the reviewer use the trash can?
+What is the problem with the cable covers?
+How much heat does the Max Burton 6200 Deluxe have?
+What did they learn how to make by hand?
+What should you choose if you want mini pie pans?
+How many sandwiches did the reviewer make with it?
+What happened to some of the slats?
+How easy was the assembly?
+What brand is the product being reviewed?
+How many times do they use the bags?
+What is easy to do with these cups?
+Who did the reviewer buy the product for?
+What was the reviewer's main issue with the Revereware set?
+How does the product cut?
+What feature on the Kuhn Rikon worked well for the reviewer?
+What has the plastic on the opener become?
+What is not allowed on the baking sheet?
+How often does the reviewer clean his home?
+What does the reviewer's wife make?
+What color is the mixer?
+How long have they had the machine?
+When does the reviewer's mom make tea and coffee?
+What is the problem with oil sprays like Pam?
+When was the replacement sent?
+How do the handles feel?
+Where did they buy the Salad Shooter?
+When did the reviewer buy the OXO opener?
+What was striping out of the motor housing?
+What is the quality of the product?
+What is the worst thing about the steamer?
+What size room is the fan okay for?
+What does the reviewer find it more convenient?
+How long does the reviewer travel for?
+What was the person looking for in a scale?
+What did the reviewer do to make the product wrinkle-free?
+What feature of the machine helps with drying?
+Where did the reviewer change the length of the vacuum?
+What does the reviewer use the processor for?
+How thick is the frame?
+What brand is the product being reviewed?
+How far do you have to be from the fan to get it to respond to the remote?
+What will happen to the inside of the mugs if they get so cold?
+What is the only drawback of silicone mats?
+What will happen if you don't use a pot holder?
+What was the reviewer impressed with?
+Who did the reviewer see use the product on her food network show?
+What is wrong with the box?
+How many potatoes does the author bake?
+How are the kernels?
+When did they receive the muffin pan?
+How does the griddle pan look?
+Where does the vacuum work well?
+What do they use to clean the soft filter?
+What material is the button cover made out of?
+What did the reviewer receive?
+What kind of hands does the reviewer have?
+What can be done to clean the inside out of the Roomba?
+Who did the reviewer use to install the product?
+What happened to two out of twelve bowls?
+How loud was the blender at first?
+How are the two Thermoworks compared?
+What color was the old appliance color?
+How long did it take to cook?
+What was not in the brewed product?
+What is the biggest inconvenience of the new coffee maker?
+What tool is used to help the shooters come out of the tray?
+How well do they handle the dishwasher?
+How sharp is the blade?
+What is the interior of the kettle made of?
+What happened to one of the old trays?
+What color is the product?
+How long have they been sleeping on the beds?
+What did the reviewer recommend the product?
+What was the main reason the reviewer hated vacuums?
+How sharp are the knives?
+What product is the reviewer reviewing?
+What keeps napkins secure?
+How difficult was it to remove the wire?
+What temperature does the reviewer use the mat to preserve foods?
+How many of these mitts did the reviewer order?
+How are the lids described?
+How many handle lengths are on the spatula?
+What is the product good for?
+What does the reviewer never need to do?
+What is easy to clean?
+How many emails did the reviewer send?
+How did the reviewer describe the purchase?
+What was giving the reviewer back pains?
+What is the plastic used in the infuser free of?
+What does the handle have a nice grip?
+What is the product being reviewed?
+How big is the daughter's room?
+What was used to harden the bottoms of the tortillas?
+What is the oven good for?
+What was a bit tricky to learn to insert properly?
+What do you do when you go out?
+What was the person looking for?
+How much travel mug brew selection does the brewer offer?
+How much did the price go up for the holidays?
+What makes it foolproof?
+What is the product being reviewed?
+What was cumbersome to get the one you wanted?
+How long does the product last?
+How much coffee did the reviewer use?
+What kind of scale is this?
+What country is the instruction pamphlet in?
+What gets in the way of pouring stuff out?
+How many shoes did they end up purchasing?
+What kind of blender is the reviewer reviewing?
+How many cups is the KitchenAid processor?
+How long is the cord?
+How does the reviewer feel about the purchase?
+How long have they had a similar one?
+How many years of sea salt does the product hold?
+What did the reviewer throw away?
+What is the product being reviewed?
+What is wrong with the nozzle?
+What is the product being reviewed?
+What does the wok do well?
+What brand of vacuum did they run over it?
+How did the reviewer find the coffee?
+What material is the lid made from?
+How did the reviewer's sister in law's product disappear?
+What did the reviewer do to make the picks look sharp?
+How many days do you get when the power goes out?
+What is the product being reviewed?
+How many measuring cups do they have?
+What is the only weakness in the iron?
+How many sets were ordered?
+What does the cookware provide?
+What was the reviewer not happy about?
+How long do the instructions say to let the tray stand?
+How much does the strainer catch of whatever you're brewing?
+What type of spaces is the product perfect for?
+How much support do the pillows have?
+What is the first issue with the pitcher?
+What can you add to your "reusable" home?
+What is the product being reviewed?
+What should you do before cooking in the pan?
+What is the main feature of the product?
+What do you need to do before buying?
+When did they purchase the first one?
+How much carpet does the reviewer have?
+Where did the reviewer purchase the product?
+Where should you check for more recipes?
+Where are the stamps stamped?
+What helps the reviewer get started without spillage?
+How many clothes racks did they buy?
+Where will you have to put the longer cooking item on?
+What is the product described as?
+How easy is it to keep clean?
+What was important to the reviewer?
+How hot does the temperature have to be before the reviewer feels discomfort?
+What brand is the product?
+What was the reason the product didn't work?
+How high does the bed sit?
+What should you do if you are planning on buying this product?
+How long does it take to get it to lock in place?
+How does the reviewer describe the product?
+What brand is the product?
+How is the quality of the product?
+What will not go back into the can once removed?
+How was the quality of the product?
+Who did the reviewer give the product to?
+What was intimidating at first?
+What brand of iron was the reviewer's previous iron?
+What kind of mattress does the reviewer like?
+Who did the knives scare?
+What does the reviewer use the bag for?
+Where did they buy the coffee maker?
+Where did the reviewer heat the chicken to 165 degrees?
+Does the reviewer have any issues with toast getting stuck inside of the toaster?
+What comes with the funnel?
+What does the reviewer rarely use?
+What wouldn't the reviewer put on the newer Tablemate?
+What would be a good addition to the heater?
+When did the reviewer wish they got the product?
+Where did the reviewer purchase the glass?
+What brand of iron is the reviewer's previous iron?
+What did the reviewer nearly break when trying to remove the clear brand label?
+What will the reviewer use the tea ball for?
+What additional attachments do they have?
+What will the air holes do?
+How does the lid fit?
+What kind of writer is the reviewer?
+What does the reviewer have?
+What has the reviewer read from cover to cover?
+Why did the reviewer buy the set?
+How long will the wok last?
+What is the R-230KW not good for?
+How is the assembling of the night stand?
+How long has the reviewer been perusing coffee grinders?
+How deep is the casserole portion?
+What is on one side of the machine?
+What can the silicone molds be used for?
+What was the thickness of the cardboard?
+What is spill-free?
+What do they mostly toast?
+What kind of squeegee blade does the vacuum have?
+How many jars did the reviewer get through before the vacuum died?
+What do you need to use to hand wash the knife?
+What setting does the oven not have?
+What does the reviewer think of using paper filters?
+What is wrong with the carafe?
+What brand is the hanger?
+How much water can you take?
+What is a worthwhile tool?
+Who bought the product for the reviewer?
+How large is the product?
+What is the problem with the fan?
+What kind of toaster oven is it?
+What did the reviewer get the product for?
+What is the best option?
+What is the product described as?
+Where did the reviewer work before buying the product?
+What is the reviewer's opinion of the smaller tongs?
+What does the vacuum suck up?
+What will crack the thin plastic?
+What brand are the glasses?
+How many sleeves are in a can?
+How much does the Ozeri Pro II Digital Kitchen Scale weigh?
+How many cups did the reviewer make in a day?
+What is wrong with the twill fabric on the Calphalon?
+What keeps the house from smelling like?
+Where did the reviewer contact about the problem?
+How are the towels?
+How many dollars more should you spend on a product?
+What is wrong with the space between each rail?
+What is the reviewer's only complaint about the humidifier?
+What is at the end of the handle?
+What is the best choice for bed bug protection?
+What falls off the car window sometimes?
+What type of ventilation is the reviewer able to limit the use of?
+What kind of husband does the reviewer have?
+What would the reviewer suggest to make the product more sturdy?
+What will muffle the loud volume?
+How does the reviewer feel about the purchase?
+What brand of lemons had unusually thick rinds?
+How long do they let the yogurt make?
+Can the scissors be used by both righties and lefties?
+What is the product being reviewed?
+What did they buy?
+What kind of spatula is the CALPHALON NLYON TURNER?
+How many Tequila dinks did the reviewer serve in less than 3 hours?
+What kind of mess did the cleaner clean up well?
+What made the reviewer doubtful of the purchase?
+What wasn't left when the product was washed in the dryer?
+What do they love?
+How high does the bed sit?
+Why did the reviewer get the roller?
+How much beef roast did the reviewer take?
+What is the main reason you use this product?
+What would be a problem if you don't like luke warm coffee?
+What brand of detergent does the reviewer use?
+Who did they buy the Panasonic iron for?
+What is easy to clean?
+What was wrong with the last hand-held vac?
+What brand is the tower fan?
+What is it more than?
+What is one of the positives of the vacuum?
+How quickly does the Foreman grill cook meat?
+What brand is the product?
+Where does the reviewer like to switch sides at night?
+What wasn't too difficult to assemble?
+What is the reviewer struggling with?
+What brand of product does the reviewer own?
+How is the power of the juicers?
+What is the benefit of using silicone pans?
+What function does the griddle have?
+Why did they get the product?
+How did the reviewer buy the product?
+What brand of grinders does the reviewer own?
+What happened to the buzzer on the Sunbeam timer?
+What brand is the product being reviewed?
+What is the sharpener modified to be?
+What does the pan do well with?
+What is the density of the coffee from the French Press compared to conventional coffee machines?
+What material are the measuring cups made from?
+What is the product being reviewed?
+What is the finish of the Black and Blum Fruit Loop?
+What was ordered?
+How much food does the programmable crock pot work well with?
+How many stars did the reviewer give the organizer?
+What is wrong with the towels?
+Why did the reviewer give the product two stars?
+What is a great way to clean clothes?
+What material is the soap holder/drainer made from?
+What kind of squeegee blade does the vacuum have?
+What brand is the shower curtain?
+How much does the reviewer add to the fondant to make decorations?
+What is the con of the product?
+What is the brand name of the product?
+What does the pan have?
+What type of mop is this?
+What are they?
+What kept going off when the reviewer used the oven?
+Who is the reviewer's husband?
+What should be added before softer items?
+How do the ice balls look?
+What are different sizes of toothbrushes and razors?
+Who was the product purchased for?
+How many years has the reviewer made saurakraut?
+Where is the product safe?
+What is the pot good for?
+What do they use to stir it into the boiling water?
+What type of rice does the Zojurishi cook?
+How does the memo center look in person?
+What type of mattress did they purchase?
+What does the reviewer say about the purchase of the roller?
+What did the reviewer chop to go into the scones?
+What should you keep in the house in case you do what I did?
+What kind of material is the product made of?
+What brand is the dish?
+What is one small issue with the heater?
+When did the reviewer buy the product?
+How many pillowcases do they give you?
+How often did the reviewer use the device?
+What kind of filter bags does the vacuum come with?
+What did they buy?
+What was the review in?
+What kind of allergies does the reviewer have?
+How long does it take to refill the tank?
+How does the reviewer feel about the product?
+What do they use the pillows for?
+What kind of meat does the reviewer use the Large Dial for?
+What type of lunch totes are on the market?
+What is solid as expected?
+What was the movie they were watching when the racks collapsed?
+How well does the garlic press work?
+What brand is the product being reviewed?
+Where is it easy to keep?
+Where did the reviewer buy several plastic insulated travel mugs from?
+How many buttons does it have?
+Where did the reviewer find the blender refurbished?
+What feature does the door rack feature?
+What is a must have weapon in the war of pet hair?
+What was the reviewer's opinion of the juicer?
+What is the benefit of the collapsible kettle?
+Where are the bags made?
+What is the benefit of the reusable filter?
+How is the product?
+What material are the handles made of?
+What does the steamer not use?
+What was ordered?
+When did the reviewer buy the bags?
+What brand is the strainer from?
+What type of milk does the reviewer enjoy?
+What is the product?
+Where did the reviewer put the filter?
+What is the capacity of Ikea'sUPHETTA coffee press?
+What did the reviewer do with the product?
+What should you do before buying these?
+What is the total length of the 2-1/2" strainer?
+Where was the Ionizer made?
+When did the reviewer purchase the product?
+What is the author's son's bed?
+What happens if the pot is not watched closely?
+How does the pan cook?
+How big is the grinder basin?
+How many other rice cookers does the reviewer own?
+Why does the reviewer use a Brita filter?
+What won't the silicone roasting rack be used for?
+What is it perfect for displaying on the dining room table?
+What does the reviewer feel confident doing with the product?
+How many ply is the pan?
+What did the reviewer buy?
+How many stars did the reviewer rate the vacuum?
+How easy are the parts?
+What kind of sifter did the reviewer end up ordering?
+What kept getting stuck in the basket?
+What would they look great at the dinner table with?
+Where did the reviewer order the probes from?
+What is excellent, efficient and cost effective?
+How long is the warranty?
+When did the reviewer purchase his 2nd unit?
+Who loves making s'mores in the microwave?
+What happens when you tighten the bolts?
+What do they like to do at night?
+What did the product produce in the dryer?
+What happened when the reviewer heat up the water?
+What brand is the vacuum?
+What did they buy?
+What brand of vacuum did the reviewer have?
+What brand of brewer did the reviewer use before upgrading to the Vue?
+What happened when the reviewer washed the pan?
+What are the bowls not designed for?
+What brand of phone does the reviewer own?
+What brand is the product being reviewed?
+What version of the product is faster?
+What does the reviewer use the blender for?
+What happened to the 4 inch Lakewood fan?
+What type of floors does the reviewer not recommend using this product on?
+What doesn't the ricer have on the sides?
+What kind of material is the bowl made of?
+What did the reviewer want to splurge on?
+What used to tangle brutally in the wash?
+How much leftover pineapple did the reviewer have?
+What material is the product being reviewed?
+How much milk does the reviewer use the pitcher?
+How many shots of great tasting "espresso"?
+What does the travel mug have that makes it easier to clean?
+What is the sharpness of the new Wusthof knives?
+What will you get a much better result with?
+What color are the jars?
+Where did the reviewer watch before buying the product?
+What was softened with wine?
+How often does the bread turn out great?
+When did the reviewer go back to?
+Why did the reviewer receive the Black and Blum Fruit Loop?
+What brand is the Pie Crust Maker?
+What can the Cooper Cooler chill quickly?
+Where did they find the product?
+Who bought the product?
+What type of floors does the vacuum cleaner not work well on?
+How often do they rotate the mattress?
+How long has the reviewer had the rice cooker?
+How many cups does the reviewer make at one time?
+What does the manual say not to use?
+Where did they use the product?
+How long has the pillow lasted?
+What brand is the pan?
+How are the pillows after 30 days?
+What is the weight of the cutting boards?
+What are the lids for?
+How many plates were given to review?
+What type of coffeemaker does the reviewer not like?
+How long did it take for the shower curtain to have a strong vinyl odor?
+What did the reviewer like about the product?
+What is the bottom portion of the product?
+What will happen if you don't package your food in a durable container?
+How does the oil come out of the bottle?
+What is not in the Kyocera knives?
+What would the reviewer give the product 5 stars if it was easier to remove?
+What material is the outside of the kettle made of?
+What is the shape of the mold?
+Where is the air filter located?
+What are the handles on these cups nice?
+What was ordered?
+What does the product look like?
+Where did the reviewer place the grinder?
+What will happen if you try to apply high heat?
+What do they have to empty when grating lots of cheese?
+What size pan is much more practical?
+What is the product being reviewed?
+What comes out great in same time as a big oven?
+Where was the split?
+How many different vendors did they buy cheesecloth from?
+How was the delivery?
+What does the Roomba encourage?
+How many cups of coffee does it hold?
+How well does the mesh at the bottom keep the grinds out?
+How much did the bag cost?
+What doesn't stick to the surface of the skillet?
+How many stars did the reviewer give the Rowenta DW4060 Auto Steam Iron?
+What type of tea does the reviewer like?
+How well does the corkscrew work?
+What is the easiest solution to the pump problem?
+What is a part of the process that will slow the blending down a bit?
+What did the reviewer replace with?
+What type of tea did the reviewer get the product to use with?
+Where did they get the product?
+What did the reviewer never want to do?
+What is the brand of the product?
+What is the only minus star to the product?
+What should you not do while drying the glass?
+What did the reviewer buy?
+What happens when you wash the towels?
+What material is the product made of?
+What do they preheat the thermos with?
+What is the longer side of the pillow supposed to do?
+What does the reviewer not want to have to spend hundreds of dollars on?
+What was the reviewer's son afraid of?
+What is the quality of the plates?
+What is the lowest level of humidity the appliance will reduce to?
+What should be placed between each piece?
+How many people does the reviewer have?
+How long did it take to install?
+How loud is the fan?
+What does the product resemble?
+What is the only way to see the water level of the reservoir?
+Why did the reviewer return several toasters?
+What makes cord handling a snap?
+What does the reviewer use to remove the muffins?
+What does the reviewer usually buy?
+What does it do?
+What color is the product?
+Where did the reviewer's product go after months of arguing with Bickell?
+What type of racks did they read about?
+How deep are the corner cabinets?
+What was annoying to clean?
+What happened to the waffles when the reviewer dug them out?
+What are just drawings?
+When did the reviewer use the product?
+What is wrong with the lid?
+How is the set constructed?
+What did the reviewer not have before ordering this product?
+What are the bags like?
+What makes the Pinzon Hotel Stitch Shower Curtain stand out?
+What does the cookie press taste like?
+How many bottles were in the other thermos?
+What is the only saving grace of the iron?
+What kind of lids does the reviewer prefer over stainless lids?
+What material is the frame made from?
+How many cups of coffee does the reviewer make?
+What does the can opener not work on?
+Does the garlic press need washing?
+Who fights over the knife?
+What color would the reviewer have preferred?
+How many people does the reviewer have?
+How long is the cutter?
+What is hard to do without risking a steam burn?
+How does the handle feel?
+What was the reviewer poised to purchase?
+What is essential in a proper kitchen?
+What kind of handle is the brush made of?
+How many did they buy?
+How much are the potholders?
+When did the reviewer use the product?
+What would the reviewer say about the quality of Ikea furniture?
+How durable is the product?
+How many pumps do they have?
+What did the reviewer think of the purchase of the product?
+What can be washed out for recycling?
+What type of usage does the reviewer have?
+What mode of cooking can the product be used in?
+What is the definitive answer of which way to put citrus in?
+How long did it take to get a replacement?
+Why did the reviewer have to buy a replacement bin?
+When does the popcorn burn?
+What is a downside of the vacuum?
+How is the plastic on the Harold's Pie Crust Maker?
+What type of carpet did they try on their second floor?
+What was useless for the reviewer?
+What rating did the reviewer give the set?
+What is the product?
+How many glasses are in the Bormioli Rocco Selecta 33-3 Ounce Decanter?
+How long is the warranty?
+How many plastic color coded surfaces does the cutting board come with?
+What would the Breeze be good for?
+What is the shape of the measuring cups?
+What has the reviewer not bought in many decades?
+What is critical to the bottom of the pan?
+What is wrong with the product?
+What will happen if you bake breads with higher oil content?
+What country is the winco made from?
+What are the dimensions of the wine cellar?
+How long is the tablecloth?
+What type of stick is the reviewer talking about?
+What country is the reviewer's grandmother?
+How do you reseal the jar?
+What was the problem with the product the first time?
+What material is the tool made from?
+What would be convenient?
+Who does the reviewer have to get to unhook the pipes to fish out the errant earrings?
+What type of product is the reviewer reviewing?
+How difficult is it to cut?
+What kind of machine is this?
+What won't be too much hassle to do?
+What is the product being reviewed?
+What was the condition of the box?
+What did the reviewer buy previously?
+What kind of refill bags does the reviewer use?
+When do they use the FD5 dehydrator?
+How much time does the reviewer spend in bed?
+What is the size of the bottle?
+How much did the reviewer pay for the product?
+Where did the reviewer put the sheets?
+What kind of pattern is on the shower curtain?
+What material is the cup made of?
+How often do they smoke and grill?
+How many hooks does the product have?
+What is the product being reviewed?
+What does the machine require?
+What do they freeze?
+Where did the reviewer buy the product?
+What does the processor have?
+What are the sides of the wok like?
+What are the directions not to do in the microwave?
+What kind of wine are these glasses good for?
+What do you need if you are going to want a perfect cooked meal?
+What part of the product does not work well?
+What is worth every penny?
+How many ounces does the thermos hold?
+What kind of dishes are the teaspoons too small for?
+What was the first thing the reviewer noticed?
+What should you not nest in the mugs?
+What led the manufacturer to cut corners?
+How long did it take for it to turn into a misshapen lump?
+What brand is the product being reviewed?
+What is the underside of the product like?
+What kind of filter does the machine have?
+When did the reviewer take two of the bags on vacation?
+What type of tea can be put in the lid?
+What is very sharp?
+How does the reviewer describe the experience of playing with the fan speeds and watching the lights?
+Where did the reviewer call to get the product shipped?
+What type of person was the reviewer expecting this product to be more feasible for?
+How many square feet of open space does the room have?
+How many inches is the blade?
+Where did the reviewer buy the oven?
+How much does the timer cost?
+How many did the reviewer buy?
+Why can't the reviewer say how the filter measures up?
+How long does it take to knead bread to perfection?
+What type of hangers are included with the product?
+What does the reviewer like about the product?
+Is the heater panel paintable?
+Why is the cord so short?
+What is wrong with the gasket on the blender?
+What makes for an uneven cut?
+Where does the product look great?
+How many stars did the reviewer give the Dorkfood?
+Why did the reviewer spend a little more on the fan?
+How much is the price of a basic mop and bucket?
+When did they move?
+How many stars did the reviewer give the coffee maker?
+What brand of cup is the person reviewing?
+What is the value of the garlic press?
+What brand of brewer was the reviewer's beloved?
+What is the product being reviewed?
+What happens if the handle gets too hot?
+How does the kettle look in the kitchen?
+What kind of dogs do they have?
+Where did the reviewer put the product?
+What happened to the first order?
+How long does the mug keep the coffee hot?
+What are the keys to getting good results?
+What was the purpose of buying this product?
+How long is the ironing board when folded flat?
+What was the purpose of the order?
+How many whisks does the machine come with?
+How many did they buy?
+How long did it take to put it together?
+What do you need to do to get the coffee out of the grinder?
+What kind of diet does the reviewer eat?
+What size jars did they purchase?
+What will ruin the product?
+What is the blender useless with?
+What are they not good for?
+What can the appliance puree?
+What do you push down through the cork?
+What is one drawback of the product?
+What will you have to experiment with?
+What was the disadvantage of the larger mats?
+What brand of microwave oven is one of those brans?
+How long has the reviewer ground coffee?
+When did they buy their toaster?
+What is the bath towel texture?
+What size towel set did the reviewer purchase?
+How is the safety of the opener?
+What was the problem with the closet?
+When was the carpet dry with the Hoover?
+What is the product being reviewed?
+How does the product look?
+What is the name of the product?
+How many would they sell?
+Does the kettle build up quickly?
+How old is the reviewer's child?
+What can happen if you insert the chillsner too quickly?
+How early should you not wake up?
+What cannot the blender do with it?
+What is attached to the bottle?
+How does the lock mechanism compare to other blenders?
+What does the reviewer have to do to stop the heating of the kettle?
+How much work is it to bake individual apple Pies with Pastry Pie Dough?
+What was the difference between the CDN and Taylor Classic thermometers?
+What material is the spoon made from?
+Does the product require assembly?
+What color is the thermometer?
+What kind of dog is the reviewer's little dog?
+What brand is the juicer?
+What can the product hold?
+What is a lot easier when you have a citrus squeezer?
+How do you pour in the base of the ice cream?
+What would help if the product was more clearly indicated in the photo?
+How long did they wait for these to go down?
+What type of oil do they use?
+What does it do?
+What is the reviewer's main concern with the grinder?
+When did the reviewer use the heater?
+How is the quality of the trashcan?
+What kind of ties do they own?
+What is the product being reviewed?
+What is convenient?
+How many Fiesta 4-Piece Place Settings have they purchased?
+How does the cutting boards look?
+What did the reviewer get?
+What do you need to dilute the soap with to get it thinner?
+What kind of food has the reviewer tried in the pot?
+What will the processor do to salad dressings?
+How many pieces are in the Farberware Classic Stainless Steel cookware set?
+What did the reviewer wish the vacuum was longer and bigger?
+What brand is the spoon from?
+What does the reviewer measure out in the bathroom?
+What is the capacity of the tray?
+What color are many kitchens and appliances on the market?
+What type of oven does the reviewer own?
+What kind of bill did the reviewer run up when it wasn't really that hot?
+Who does the reviewer want to get a can opener for?
+Where did they find the Pie Crust Maker?
+How big is the air purifier?
+What temperature should you put the skillet in?
+Where did they recommend KitchenAid Power 5 for about $10 more?
+What kind of collection does the reviewer have?
+How far does the reviewer feel a breeze?
+How long did the reviewer have their old one?
+Where does the ricer aim the riced items?
+What brand is the reviewer's old espresso machine?
+What does the reviewer want to do with the juicers?
+What brand of product did the reviewer say they would never buy?
+Why don't the cooking utensils hold too much heat?
+When did the reviewer's 3-Piece Bowl and Colander set arrive?
+What would go cold sitting there?
+Who filled the brush up?
+What does the reviewer say is redneck?
+What can you do with your popcorn?
+Where did the reviewer purchase the product?
+What doesn't the reviewer use in the skillet?
+What had come off of the decaf canister?
+What is the quality of the ice?
+How long does it take to brown the bread?
+What is wrong with the eggs in the cooker?
+What brand is the product?
+How does the salt and pepper set look in the picture?
+Where did the reviewer call?
+How does the product look?
+What is the product being reviewed?
+When did the reviewer's husband receive the product?
+What did they get these pillowcases for?
+What type of bags did the reviewer use?
+How many spares does the TP-Holder hold?
+What is one of the cons of the mattress?
+What brand is the brewer?
+How much of what does the vacuum handle?
+What will spill out of the spout?
+What does the reviewer like about the product?
+Where did the reviewer buy the product?
+Where is the spinning mechanism located?
+How easy is the product to dent?
+What was warm to the touch when the reviewer came back to it?
+How well have the bags been for the reviewer?
+What brand of knife did they start with?
+What color is the lid?
+What kind of briquettes do they use?
+What is the reviewer going to do with the product?
+What are the advantages of the hangers?
+What brand of chocolate can be used without adding oil?
+Where did they compare the scale to?
+What is the color of the blanket?
+How many negative reviews did the reviewer read?
+What gets full when the vacuum is emptied?
+What is mandatory on the scale?
+What has the reviewer used the silicone baking mat for?
+What does the reviewer scramble in the pan?
+What doesn't the pillow put under the pillow?
+What did the reviewer need?
+Where did the reviewer leave the ice pack for a few hours?
+Why did the reviewer purchase the device?
+What brand is the product being reviewed?
+What happens when you put water in these trays?
+What did they order?
+What should you do while filling and transferring to the freezer?
+What happens when you cut the pizza?
+What type of product is the reviewer recommending?
+What is the product being reviewed?
+How long does the breadbox allow the bread to air out?
+What did the reviewer recommend?
+What does the grill and griddle pans do well?
+What type of food did the reviewer try?
+How long did it take for the bottom half of the handles to come unglued?
+What is the style of the comforter?
+How loud is the juicer compared to other machines?
+How long should the shower curtain last?
+What size pans did they order?
+What was the problem with the coffee maker?
+Where did the reviewer purchase the filters?
+What has the reviewer not used?
+What does the product brew in?
+What should you never do with coated cookware?
+What does the lid have?
+What didn't work to drown out the noise?
+How does the finish appear?
+How many people does the reviewer have?
+What happened to the cutters?
+How much is a four pack of vacuum bags?
+How long has the reviewer owned a juicer?
+What does the reviewer like to make?
+What does the AC unit operate within?
+What is the product being reviewed?
+What color is the Westpointe 4-Inch High Velocity Fan?
+What type of house does the reviewer live in?
+What turn out perfectly every time?
+How long should the bags last in the average house?
+Where did the reviewer look for a good pitcher?
+Where is the 24 oz Stainless Steel Cocktail Shaker from?
+How long have they had the product?
+What material is the liner made out of?
+What did they buy?
+What is the problem with the green power light?
+What type of rice does the reviewer cook in the rice cooker?
+Where is the heater mounted?
+What can you not cook at the same time?
+What is the benefit of the grill ridges?
+How long has the reviewer owned the product?
+How hot is the oven?
+What does not come back up after being cleaned?
+How many potatoes can the ricer squeeze through?
+What type of memory foam is not very soft?
+Where did the reviewer do a lot of research?
+What is the main problem with the pan?
+Why would the reviewer recommend the product?
+What color is the new version?
+How does the reviewer feel about the purchase?
+What does the kettle do to tell you when the water has come up to temperature?
+What brand is the product?
+What size pans were ordered?
+How long did the reviewer have the Roomba?
+How much is the bottle opener?
+How did the reviewer open the glass when the frother arrived?
+What is the problem with the smell?
+What is almost nonexistent?
+What does the humidifier produce?
+What is open at the top and bottom of each box?
+How old is the reviewer's son?
+Where does the reviewer use the TV stand?
+How did the reviewer receive the desk?
+How long did the EC701 model last before it died?
+Where can you only purchase it?
+What brand is the popper?
+What type of travel is the product good for?
+What is good about the product?
+What is the blender?
+What version of the Spot Bot did they shipped?
+Where do the spoons hang?
+What is the product being reviewed?
+What brand are the dishes?
+What is the reviewer's new favorite use for the product?
+What color are the boards?
+Where did the reviewer purchase the product?
+How long should you wait before sleeping on it?
+What was the reason the reviewer decided on this pan?
+What brand of pans were they previously purchased?
+What happens to the shelves when put together?
+What does the muffin baker do that the regular method doesn't?
+What will the bag do if you aren't careful?
+What was the reviewer replacing?
+What material is the cover made out of?
+How does the reviewer feel about the product?
+What works great?
+What size pans did they work perfectly on?
+What is the bad aspect of the vacuum?
+What kind of surface are the pans?
+What brand is the new crock pot recipe book from?
+What is the product being reviewed?
+What is the weight of the reviewer?
+What brand is the coffee maker?
+What did Amazon do when the product was damaged?
+What material is the freon sealed into?
+What brand of knife did they buy?
+Where did the reviewer return his previous CPT-180?
+What is the assembly of the vacuum like?
+What type of breads get better slicing results?
+What will the globe of corks hold?
+How does the Juicer clean up?
+Where did the reviewer order the product?
+Where did the reviewer order the product?
+How long did it last before it stopped working?
+What is difficult for arthritic hands to lift and twist at the same time?
+Where did the reviewer pay for the entire set?
+What made set up a nightmare?
+How long is the warranty on the fan?
+What was the problem with the tray?
+What is not a sushi lover?
+What should you use to strain the oil/butter?
+How long did the reviewer have their previous nonstick set?

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a4104f04a7d89231931121f3a0d3f87ad16156c52377a139260bba107cd443b5
-size 1625555649
+oid sha256:e3ebbed762355ad88a80c0dc33021bad06b203febf376be5bf72df12911cf362
+size 1625562881

tokenizer_config.json

@@ -1 +1 @@
-{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 1024, "special_tokens_map_file": null, "name_or_path": "lmqg_output/qg_squadshifts_vanilla/bart_large_squadshifts_amazon/best_model", "tokenizer_class": "BartTokenizer"}
+{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 1024, "special_tokens_map_file": null, "name_or_path": "lmqg_output/qg_squadshifts_vanilla/bart_large_squadshifts_amazon/model_tblybc/epoch_1", "tokenizer_class": "BartTokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"dataset_path": "asahi417/qg_squadshifts", "dataset_name": "amazon", "input_types": ["paragraph_answer"], "output_types": ["question"], "prefix_types": null, "model": "facebook/bart-large", "max_length": 512, "max_length_output": 32, "epoch": 4, "batch": 32, "lr": 0.0001, "fp16": false, "random_seed": 1, "gradient_accumulation_steps": 2, "label_smoothing": 0.15}