model update

README.md

@@ -19,7 +19,7 @@ widget:
 - text: "extract answers: Beyonce further expanded her acting career, starring as blues singer Etta James in the 2008 musical biopic, Cadillac Records. <hl> Her performance in the film received praise from critics, and she garnered several nominations for her portrayal of James, including a Satellite Award nomination for Best Supporting Actress, and a NAACP Image Award nomination for Outstanding Supporting Actress. <hl>"
   example_title: "Answering Extraction Example 2" 
 model-index:
-- name: lmqg/t5-small-squad-answer-extraction
+- name: lmqg/t5-small-squad-ae
   results:
   - task:
       name: Text2text Generation
@@ -52,7 +52,7 @@ model-index:
       value: 56.15
 ---
 
-# Model Card of `lmqg/t5-small-squad-answer-extraction`
+# Model Card of `lmqg/t5-small-squad-ae`
 This model is fine-tuned version of [t5-small](https://huggingface.co/t5-small) for answer extraction on the [lmqg/qg_squad](https://huggingface.co/datasets/lmqg/qg_squad) (dataset_name: default) via [`lmqg`](https://github.com/asahi417/lm-question-generation).
 
 
@@ -70,7 +70,7 @@ This model is fine-tuned version of [t5-small](https://huggingface.co/t5-small)
 from lmqg import TransformersQG
 
 # initialize model
-model = TransformersQG(language="en", model="lmqg/t5-small-squad-answer-extraction")
+model = TransformersQG(language="en", model="lmqg/t5-small-squad-ae")
 
 # model prediction
 answers = model.generate_a("William Turner was an English painter who specialised in watercolour landscapes")
@@ -81,7 +81,7 @@ answers = model.generate_a("William Turner was an English painter who specialise
 ```python
 from transformers import pipeline
 
-pipe = pipeline("text2text-generation", "lmqg/t5-small-squad-answer-extraction")
+pipe = pipeline("text2text-generation", "lmqg/t5-small-squad-ae")
 output = pipe("extract answers: <hl> Beyonce further expanded her acting career, starring as blues singer Etta James in the 2008 musical biopic, Cadillac Records. <hl> Her performance in the film received praise from critics, and she garnered several nominations for her portrayal of James, including a Satellite Award nomination for Best Supporting Actress, and a NAACP Image Award nomination for Outstanding Supporting Actress.")
 
 ```
@@ -89,7 +89,7 @@ output = pipe("extract answers: <hl> Beyonce further expanded her acting career,
 ## Evaluation
 
 
-- ***Metric (Answer Extraction)***: [raw metric file](https://huggingface.co/lmqg/t5-small-squad-answer-extraction/raw/main/eval/metric.first.answer.paragraph_sentence.answer.lmqg_qg_squad.default.json) 
+- ***Metric (Answer Extraction)***: [raw metric file](https://huggingface.co/lmqg/t5-small-squad-ae/raw/main/eval/metric.first.answer.paragraph_sentence.answer.lmqg_qg_squad.default.json) 
 
 |                  |   Score | Type    | Dataset                                                        |
 |:-----------------|--------:|:--------|:---------------------------------------------------------------|
@@ -125,7 +125,7 @@ The following hyperparameters were used during fine-tuning:
  - gradient_accumulation_steps: 1
  - label_smoothing: 0.15
 
-The full configuration can be found at [fine-tuning config file](https://huggingface.co/lmqg/t5-small-squad-answer-extraction/raw/main/trainer_config.json).
+The full configuration can be found at [fine-tuning config file](https://huggingface.co/lmqg/t5-small-squad-ae/raw/main/trainer_config.json).
 
 ## Citation
 ```