model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "lmqg_output/qg_subjqa_vanilla/bart_base_subjqa_movies/best_model",
+  "_name_or_path": "facebook/bart-base",
   "activation_dropout": 0.1,
   "activation_function": "gelu",
   "add_bias_logits": false,

eval/metric.first.answer.paragraph_answer.question.asahi417_qg_subjqa.movies.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.10448859455474284, "Bleu_2": 0.06045336244187449, "Bleu_3": 0.021161329013563834, "Bleu_4": 0.009732876779695773}, "test": {"Bleu_1": 0.11035918792289935, "Bleu_2": 0.06371514145109193, "Bleu_3": 0.01360244500141795, "Bleu_4": 1.146037717373066e-06}}

eval/metric.first.sentence.paragraph_answer.question.asahi417_qg_subjqa.movies.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.10448859455474284, "Bleu_2": 0.06045336244187449, "Bleu_3": 0.021161329013563834, "Bleu_4": 0.009732876779695773, "METEOR": 0.19742529395820446, "ROUGE_L": 0.1993404844943214, "BERTScore": 0.9098296537257657, "MoverScore": 0.6119492867955438}, "test": {"Bleu_1": 0.11035918792289935, "Bleu_2": 0.06371514145109193, "Bleu_3": 0.01360244500141795, "Bleu_4": 1.146037717373066e-06, "METEOR": 0.17164967153932714, "ROUGE_L": 0.20322881868683584, "BERTScore": 0.9141060315169297, "MoverScore": 0.594084815785369}}

eval/samples.test.hyp.paragraph_answer.question.asahi417_qg_subjqa.movies.txt

@@ -0,0 +1,154 @@
+How is the show?
+How is the movie?
+How was the movie?
+How is the final season?
+How is the film?
+How is the film?
+How was the movie?
+How is the production?
+How was the movie?
+How is the movie?
+How is the movie? How is the film?How is it?
+How is the film?
+How is the movie? How is the film?How is it?What is the story? What is the plot?What are the characters doing?What's the story of the characters?What was the plot of the movie and what is the character of the character?How was the character development?How
+What is the plot?How is it going to work?
+How was the performance?
+How is the first season? How is the second season?
+How is the film?
+How was the movie?
+How is the movie? How is the film?How is it?How are the characters? How are the actors?How do the characters react? How do the actors react?How does the actors respond?How did the actors act?How was the acting? How was the dialogue? How did the
+How is the movie?
+How is the film?
+How is the movie?
+How is the film? How is it?How is it done?How are the actors? How are the characters?How do the actors react? How do the characters react?How did the actors respond?How was the film handled?How were the actors handled? How did the characters behave?How
+How was the movie?
+How is the film?
+How is the film?
+How is the movie? How is the film?How is it?
+How is the movie? How is the film? Is it good? Is the film good?Is it good or is it bad?Is the movie good?
+How is the film?
+How was the movie? How was the script? How did the story work?How did the characters work?
+How is the sound?
+How is the movie?
+How is the movie?
+How was the season?
+How was the movie?
+How is the movie?
+How is the film?
+How is the film?
+How was the film? How was the movie? How did the film feel?How did it feel?
+How is the movie? How is the film?How is it?How are the characters? How are the actors?How does the movie work? How does the film work?How do the characters react?How did the actors react? How do they react?What is the character?How was the
+How are the seasons? How are the characters?How is the show? How is the plot?How does the show balance? How does the story balance?What is the balance?How do the characters balance? What is the character balance?
+How is the movie? How is the script? Is it good? Is the script good?Is the film good? Or is it bad?
+How is the movie? How is the film?How is it?
+How was the movie?
+How was the movie?
+How is the movie?How is it? How is the film?How are the actors? How are the directors?How do the actors react? How do the directors react?How did the actors respond?How was the actors' performance? How did the directors respond? How was the acting?How
+How is the movie? How is the film? Is it good? Is the movie good?
+How is the movie? How is the film?How is it?How does the film fare?How did the film perform?How was the film's performance? How was the acting? How did the characters react?How do the actors react? How are the actors?How are the characters?How
+How is "High Tension"?How is the film? How is the movie? How does it feel?How does the film feel?
+How is the film?
+How is the movie? How is the film?How is it?How are the actors? How are the characters?How do the actors?"
+How is the film?How is it?How does it work? How is the movie?How did the film work?How was the film made?How are the actors? How did the actors react?How do the actors respond?How were the actors' reactions? How was the acting?How
+How is the first act? How is the second act? What is the third act?
+How was the movie?
+How was the movie?
+How is the movie? How is the film?How is it?
+How is the movie?
+How is the film?
+How was the film?
+How is the movie? How is the film?How is it?How does the film work?How was the film made?How did the film look? How did it feel? How was the score?How do the actors react?How are the characters? How are the actors?How were the
+How is the movie?
+How is the film? How is the movie?How is it?
+How is the movie?
+How is the film?
+How is the movie? How is the film?How is it done?How does the movie work? How does the film work?How do the characters react?How are the actors?How did the actors react? How did the characters act?How was the acting? How was the dialogue?How
+How is the show? How is the movie? Is it good? Is the movie good?Is it good or is it bad?Is the show good?How are the actors?Is this movie good or bad? is the film good?
+How is the movie?
+How is the film? How is the movie? Is it good? Is the film good?
+How is the series?
+How is the film? How is the movie?How is it structured?How does the film work?How are the actors?How do the actors react?How did the actors respond?How was the film structured? How did the characters react? How was the actors' performance?How were the actors
+How is the film?
+How is the movie?
+How is the show?
+How is the movie? How is the film? How does the film work?How does the story work? How do the characters work?
+How is the film?
+How is the film?
+How is the movie? How is the film?How is it?How does the film fare?How did the movie fare? How did it fare?
+How is the movie? How is the film?How is it?How are the characters? How are the actors?
+How is the movie?
+How is the film?
+How is the film?
+How is the film?
+How is the movie? Is it good? Is the movie good?Is it bad?Is the film good?
+How is the film?
+How is the film?
+How is the movie?
+How is the movie?
+How is the movie?
+How is the film?
+How was the series?
+How is the movie? How is the film?
+How was the film?
+How is the movie?
+How is the film? How is the movie?
+How is the movie?
+How is the film?
+How is the movie?
+How is the movie?
+How is the movie?
+How is the movie?
+How was the movie?
+How is the performance?
+How is the movie?
+How is the picture?
+How was the movie? How was the film? How did the actors perform?How did the characters perform? How were the actors?How were the acting?How is the script? How is the character?
+How is the film?
+How is he? How is he doing?How does he do? How does he get out of the sea?How do he do it?
+How is the movie?
+How was the movie? How was the performance? How did the actors perform?How did the music sound?How is the sound? How is the score?How was all the music?
+How is the movie?
+How is the movie?
+How is the movie?How is it?How was the film?How did it?
+How is the movie?How is it?How was the film?
+How is the movie?
+How was the movie?
+What is the difference between the theatrical and theatrical versions of the films?
+How is the film?
+How is the film?
+How was the movie?
+How is the sound?
+How is the film? How is the character development?How does the film's character develop?
+How is the show?
+How is the movie?How is it?How was the film?
+How was the show?
+How is the film?
+How is the show?
+How was the movie?
+How was the film? How was the script? How did the script work?How did the story work? How is the screenplay?How is the story?
+How is the film?
+How was the show? How was the match? How did the crowd react?How did the match go?How is the crowd?What was the crowd reaction?How were the crowd reactions?How was their reaction? How were the judges' reactions?
+How is your body?
+How is the film?
+How is the movie?
+How is the movie?
+How is the movie?How is it?How was the film? How was the movie?"How was it?
+How was the movie?
+How is the film?
+How is the film?
+How is the ending?
+How is the show?
+How is the film?
+How is the movie?
+How is the show?
+How was the movie?
+How is the film?
+How is the film?
+How is the film? How is the performance?How was the acting?
+How is the movie? How is the film? How are the actors? How does the movie work? How do the actors portray the characters? What is the character of the character? How did the characters act? How was the character's character?How did the character react?How was his character?
+How was the film?
+How is the film?
+How is the movie?
+How is the movie?
+How is the movie?
+How is the film?

eval/samples.validation.hyp.paragraph_answer.question.asahi417_qg_subjqa.movies.txt

@@ -0,0 +1,101 @@
+How was the film?
+How is the movie?
+How is the concert? How is the sound? Is the band performing?
+How is the movie? How is the film?How is it?
+How is the movie?
+How is the movie?
+How is the film? How is the movie?How is it?How does the film work?How did the film go?How was the film?"
+How is the film?
+How is the movie?
+How is the movie?
+How is the show?
+What is the value of this collection? What is the quality of the collection? Is it worth the cost?
+How is the film?How is it?How does it work?How did the film work?
+How is the movie?
+How is the movie?
+How is the film?
+How is the show?
+How is the movie? How is the film?How is it?How does the film look? How does the movie feel?How did the film feel? How was the film's performance?How was the performance? How did the movie sound?How do the actors react?How are the actors?
+How is the movie?
+How is the character?How is he?
+How is the movie?
+How is the movie?
+How is the movie? How is the film? Is it good? Is the film good?
+How is the show?
+How is the movie? How is the film?How is it?How does the film go?How did the film work?How was the film in general? How did the movie go?
+How is the movie?
+How is the movie?
+How is the movie?
+How is the movie? How is the film?How is it?How does the movie feel?How was the film?"How is its performance?How did the film feel? How was the performance?
+How was the movie?
+How is the movie? How is the film?How is it?How does the movie work?How are the actors?How do the actors react? How are the directors?How did the characters react?How was the acting? How did the actors respond?How were the characters? How was the
+How is the movie?
+How is the movie?
+How is the movie?
+How is the film?
+How is the movie?
+How was the film?
+How is the movie? How is the film?How is it?
+How was the movie? How was the film?
+How is the movie? How is the film?How is it?
+How is the movie? How is the film?How is it?How does the movie work?How are the characters? How are the actors?How do the characters react? How do the actors react?How did the characters respond?How was the story? How did they react?What is the
+How is the film? How is the performance? How does the film look? How are the actors? How do the actors react?How are the characters?How do the characters react? How did the actors respond?How did the characters respond? How was the film handled?How was the acting?
+How is the film?
+How is the film? How is the movie? Is it good? Is the film good?Is it bad?Is the movie good?
+How is the film?
+How was the episode? How was the show?How was it?How did the show go? How did the characters react?
+How was the film? Was it good? How was the movie? Was the film good?Was the movie good? Is it bad?
+How is the movie?
+How is the film?
+How is the movie?
+How is the movie?
+How is the movie?
+How is the movie?
+How is the movie?
+How is the movie?
+How is the film?
+How was the storyline?
+How is the show?
+How was the film? How was the performance?
+How is this movie?How is the film? How is the movie?
+How is the package?
+How was the movie?
+How is the show?
+How was the movie?How was it?How did the movie go? How was the film?
+How is the series?
+How was the movie? How was the film?How was it?How did the movie look? How did the actors perform?How were the actors?How is the acting? How is the sound quality? How were the sound?How are the actors' performance?How do the actors react?How
+How is the show?
+How is the movie? How is it?How is it going to be?How will it be?
+How is the movie? Is it good? Is the movie good?
+How is the film?
+How is the film?
+How is the movie?
+How is the movie?
+How is the performance? How is the acting?
+How is the movie? How is the film?How is it?How does the film work?How are the characters? How are the actors?How do the actors react?How did the characters react? How did the actors respond?How were the actors' reactions?How was the acting?How
+How is the movie? How is the film?How is it?
+How is the film? How is the movie?How is it?How does the film look?How did the film sound?How was the film handled? How was the sound? How did the movie sound?
+How is the movie? Is it good? Is the movie good? Or is it bad?
+How is the movie? How is the film?How did the movie work?How was the movie?"How was it?How is it? How was the film?"How is a movie?How does the film work? How did the characters react?How are the actors?How were the characters?
+How is the movie? How is the film?How is it?
+How is the movie?
+How is the movie? How is the story?How was the plot? How was the character?How did the plot work?How does the character work?
+How is the film? How is the movie? Is it good? Is the film good?
+How is the movie?
+How is the series?
+How was the movie?
+How is the movie? How is the film?
+How is the film?
+How is the relationship with the girl?
+How is the movie? How is the film?
+How is the movie?
+How is the film?
+How is the movie?How is it? How is the film?How does the movie work?How are the characters? How are the actors?How do the characters react?How did the actors react? How was the acting?How was the dialogue? How did the characters behave?How were the
+How was the scene?
+How is the film? How is the movie?
+How was the movie?
+How is the acting? How is the dialogue? How does the character react? How do the actors react?How are the actors?How do the characters react?
+How was the film?
+How was the movie? Was it good? Was the movie good?Was it bad?
+How is the movie?How is it?How was the film?How did the movie work?How are the characters?
+How is it?

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e817cc50c16171fd7e530e15e1c1b6bac293b6d5d1384adb03e32660e3ff9a42
-size 557979321
+oid sha256:c3da48d77a85fe43f6868d0761eeb39dc2959e67c0391882cbdcecb9afa83b70
+size 557982969

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, "name_or_path": "lmqg_output/qg_subjqa_vanilla/bart_base_subjqa_movies/best_model", "special_tokens_map_file": "lmqg_output/qg_subjqa_vanilla/bart_base_subjqa_movies/best_model/special_tokens_map.json", "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, "name_or_path": "facebook/bart-base", "tokenizer_class": "BartTokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"dataset_path": "asahi417/qg_subjqa", "dataset_name": "movies", "input_types": ["paragraph_answer"], "output_types": ["question"], "prefix_types": ["qg"], "model": "facebook/bart-base", "max_length": 512, "max_length_output": 32, "epoch": 1, "batch": 8, "lr": 5e-05, "fp16": false, "random_seed": 1, "gradient_accumulation_steps": 16, "label_smoothing": 0.15}