Update README.md

README.md

@@ -7,14 +7,15 @@ metrics:
 - sacrebleu
 ---
 
-# finetune-paraphrase-t5-base-standard-bahasa-cased
+# finetune-paraphrase-t5-tiny-standard-bahasa-cased
 
-Finetuned T5 base on MS paraphrase tasks.
+Finetuned T5 tiny on MS paraphrase tasks.
 
 ## Dataset
 
 1. translated PAWS, https://huggingface.co/datasets/mesolitica/translated-PAWS
 2. translated MRPC, https://huggingface.co/datasets/mesolitica/translated-MRPC
+3. translated ParaSCI, https://huggingface.co/datasets/mesolitica/translated-paraSCI
 
 ## Finetune details
 
@@ -28,23 +29,23 @@ Scripts at https://github.com/huseinzol05/malaya/tree/master/session/paraphrase/
 
 ## Evaluation
 
-Evaluated on MRPC validation set and PAWS test set.
+Evaluated on MRPC validation set and ParaSCI Arxiv test set.
 
 ```
 {'name': 'BLEU',
- 'score': 58.764876478744064,
+ 'score': 35.95965899952292,
  '_mean': -1.0,
  '_ci': -1.0,
- '_verbose': '84.5/65.8/53.0/43.1 (BP = 0.984 ratio = 0.985 hyp_len = 138828 ref_len = 141004)',
- 'bp': 0.9844481274610702,
- 'counts': [117307, 86700, 66087, 50665],
- 'totals': [138828, 131754, 124680, 117606],
- 'sys_len': 138828,
- 'ref_len': 141004,
- 'precisions': [84.49808396000807,
-  65.80445375472472,
-  53.00529355149182,
-  43.080285019471795],
- 'prec_str': '84.5/65.8/53.0/43.1',
- 'ratio': 0.9845678136790446}
+ '_verbose': '61.7/41.3/32.0/25.8 (BP = 0.944 ratio = 0.946 hyp_len = 95593 ref_len = 101064)',
+ 'bp': 0.9443747373110852,
+ 'counts': [59014, 37157, 27016, 20383],
+ 'totals': [95593, 90049, 84505, 78961],
+ 'sys_len': 95593,
+ 'ref_len': 101064,
+ 'precisions': [61.73464584226878,
+  41.263090095392506,
+  31.969705934560086,
+  25.81400944770203],
+ 'prec_str': '61.7/41.3/32.0/25.8',
+ 'ratio': 0.9458659859099184}
 ```