Update README.md

README.md

@@ -7,14 +7,15 @@ metrics:
 - sacrebleu
 ---
 
-# finetune-paraphrase-t5-small-standard-bahasa-cased
+# finetune-paraphrase-t5-tiny-standard-bahasa-cased
 
-Finetuned T5 small 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': 61.559202822392486,
+ 'score': 37.598729045833316,
  '_mean': -1.0,
  '_ci': -1.0,
- '_verbose': '86.0/68.4/56.1/46.3 (BP = 0.984 ratio = 0.984 hyp_len = 138806 ref_len = 141004)',
- 'bp': 0.9842896648933511,
- 'counts': [119394, 90149, 69905, 54500],
- 'totals': [138806, 131732, 124658, 117584],
- 'sys_len': 138806,
- 'ref_len': 141004,
- 'precisions': [86.0150137602121,
-  68.43363799228737,
-  56.07742784257729,
-  46.34984351612464],
- 'prec_str': '86.0/68.4/56.1/46.3',
- 'ratio': 0.9844117897364614}
+ '_verbose': '62.6/42.5/33.2/27.0 (BP = 0.957 ratio = 0.958 hyp_len = 96781 ref_len = 101064)',
+ 'bp': 0.9567103919247614,
+ 'counts': [60539, 38753, 28443, 21680],
+ 'totals': [96781, 91237, 85693, 80149],
+ 'sys_len': 96781,
+ 'ref_len': 101064,
+ 'precisions': [62.55256713611143,
+  42.47509234192268,
+  33.19174261608299,
+  27.049620082596164],
+ 'prec_str': '62.6/42.5/33.2/27.0',
+ 'ratio': 0.9576209134805668}
 ```