model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "t5_large_subjqa_tripadvisor/best_model",
+  "_name_or_path": "asahi417/lmqg-t5-large-squad",
   "add_prefix": true,
   "architectures": [
     "T5ForConditionalGeneration"

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

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2705434759945378, "Bleu_2": 0.18031283623990962, "Bleu_3": 0.08633344990558936, "Bleu_4": 0.043691977537536994, "METEOR": 0.273465562650062, "ROUGE_L": 0.2843915375016477, "BERTScore": 0.9458346737848295, "MoverScore": 0.6802315652894779}, "test": {"Bleu_1": 0.26280323450122967, "Bleu_2": 0.17698511692676142, "Bleu_3": 0.09060172457799344, "Bleu_4": 0.05302313869757804, "METEOR": 0.27374468408392655, "ROUGE_L": 0.27606096904705135, "BERTScore": 0.9447933513511638, "MoverScore": 0.6789862713159605}}

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

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2705434759945378, "Bleu_2": 0.18031283623990962, "Bleu_3": 0.08633344990558936, "Bleu_4": 0.043691977537536994, "METEOR": 0.273465562650062, "ROUGE_L": 0.2843915375016477, "BERTScore": 0.945834657945833, "MoverScore": 0.6802315652894779}, "test": {"Bleu_1": 0.26439909297040165, "Bleu_2": 0.17835247096801043, "Bleu_3": 0.09134503101744632, "Bleu_4": 0.053465671635169056, "METEOR": 0.27447690591579316, "ROUGE_L": 0.2768932969112231, "BERTScore": 0.9446454744302589, "MoverScore": 0.6775956337858015}}

eval/metric.last.sentence.paragraph_answer.question.asahi417_qg_subjqa.tripadvisor.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2705434759945378, "Bleu_2": 0.18031283623990962, "Bleu_3": 0.08633344990558936, "Bleu_4": 0.043691977537536994, "METEOR": 0.273465562650062, "ROUGE_L": 0.2843915375016477, "BERTScore": 0.9458346746184609, "MoverScore": 0.6802315652894779}, "test": {"Bleu_1": 0.26439909297040165, "Bleu_2": 0.17835247096801043, "Bleu_3": 0.09134503101744632, "Bleu_4": 0.053465671635169056, "METEOR": 0.27447690591579316, "ROUGE_L": 0.2768932969112231, "BERTScore": 0.9446454216505735, "MoverScore": 0.6775956337858015}}

eval/metric.long.sentence.paragraph_answer.question.asahi417_qg_subjqa.tripadvisor.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2705434759945378, "Bleu_2": 0.18031283623990962, "Bleu_3": 0.08633344990558936, "Bleu_4": 0.043691977537536994, "METEOR": 0.273465562650062, "ROUGE_L": 0.2843915375016477, "BERTScore": 0.9458346558617545, "MoverScore": 0.6802315652894779}, "test": {"Bleu_1": 0.26439909297040165, "Bleu_2": 0.17835247096801043, "Bleu_3": 0.09134503101744632, "Bleu_4": 0.053465671635169056, "METEOR": 0.27447690591579316, "ROUGE_L": 0.2768932969112231, "BERTScore": 0.9446454663919736, "MoverScore": 0.6775956337858015}}

eval/metric.middle.sentence.paragraph_answer.question.asahi417_qg_subjqa.tripadvisor.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2705434759945378, "Bleu_2": 0.18031283623990962, "Bleu_3": 0.08633344990558936, "Bleu_4": 0.043691977537536994, "METEOR": 0.273465562650062, "ROUGE_L": 0.2843915375016477, "BERTScore": 0.945834666282147, "MoverScore": 0.6802315652894779}, "test": {"Bleu_1": 0.26439909297040165, "Bleu_2": 0.17835247096801043, "Bleu_3": 0.09134503101744632, "Bleu_4": 0.053465671635169056, "METEOR": 0.27447690591579316, "ROUGE_L": 0.2768932969112231, "BERTScore": 0.9446454422771172, "MoverScore": 0.6775956337858015}}

eval/metric.short.sentence.paragraph_answer.question.asahi417_qg_subjqa.tripadvisor.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2705434759945378, "Bleu_2": 0.18031283623990962, "Bleu_3": 0.08633344990558936, "Bleu_4": 0.043691977537536994, "METEOR": 0.273465562650062, "ROUGE_L": 0.2843915375016477, "BERTScore": 0.9458346554449388, "MoverScore": 0.6802315652894779}, "test": {"Bleu_1": 0.26439909297040165, "Bleu_2": 0.17835247096801043, "Bleu_3": 0.09134503101744632, "Bleu_4": 0.053465671635169056, "METEOR": 0.27447690591579316, "ROUGE_L": 0.2768932969112231, "BERTScore": 0.9446454127022935, "MoverScore": 0.6775956337858015}}

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

@@ -0,0 +1,397 @@
+How is the smell of the pillows?
+How is the service?
+How is the location?
+How is the location?
+How is the room?
+How is the location?
+How is the cleanliness of the hotel?
+How is the noise?
+How is the wine reception?
+How is the breakfast?
+How is the room?
+How is the view?
+How is the location of the hotel?
+How is the shopping experience?
+How is the location of the hotel?
+How is the staff?
+How is the housekeeper?
+How is the location of the hotel?
+How is the hotel?
+How is the location of the hotel?
+How is the hotel?
+How is the bed?
+How is the pillows?
+How is the location?
+How is the storage space?
+How is the breakfast?
+How is the traffic?
+How is the room?
+How is the smile?
+How is the size of the room?
+How is the size of the room?
+How is the food?
+How is the breakfast?
+How is the breakfast?
+How is the view?
+How is the service?
+How is the hotel?
+How is the location?
+How is the staff?
+How is the size of the room?
+How is the wine hour?
+How is the restaurant?
+How is the hotel?
+How is the breakfast?
+How is the location?
+How is the wine hour?
+How is the view?
+How is the safety of the hotel?
+How is the breakfast?
+How is the value of the hotel?
+How is the shower?
+How is the breakfast?
+How is the bed?
+How is the bed?
+How is the hotel?
+How far is the shuttle?
+How is the location?
+How is the size of the room?
+How is the location of the hotel?
+How is the view?
+How is the service?
+How is the food?
+How is the location?
+How is the noise?
+How is the breakfast?
+How is the breakfast?
+How is the hotel?
+How is the size of the room?
+How is the view?
+How is the hotel?
+How is the service?
+How is the location of the hotel?
+How is the cleanliness of the rooms?
+How is the temperature in the room?
+How is the room?
+How is the price of the restaurant?
+How is the room?
+How is the toilet?
+How is the location?
+How is the hotel?
+How is the area?
+How is the street noise?
+How much is the internet?
+How is the staff?
+How is the location of the hotel?
+How is the restaurant?
+How is the gym?
+How is the location of the hotel?
+How is the room?
+How is the room?
+How is the noise?
+How is the hotel?
+How is the room service?
+How is the breakfast?
+How is the location?
+How is the location?
+How is the room size?
+How is the hotel?
+How is the hotel?
+How is the service?
+How is the location?
+How is the continental breakfast?
+How is the breakfast?
+How is the condition of the room?
+How is the staff?
+How is the location?
+How is the hotel?
+How is the breakfast?
+How is the price?
+How do you feel about the homeless people?
+How is the room?
+How is the breakfast?
+How is the decor?
+How is the room?
+How is the price of the breakfast?
+How is the location?
+How is the hotel?
+How is the staff?
+How is the front desk?
+How is the storage space?
+How is the staff?
+How is the location?
+How is the noise?
+How is the breakfast?
+How is the cleanliness of the room?
+How is the room?
+How is the breakfast?
+How old is your child?
+How is the location?
+How is the decor of the room?
+How is the breakfast?
+How is the room?
+How is the hotel?
+How is the breakfast?
+How is the room size?
+How is the room?
+How is the food?
+How is the hotel?
+How is the room?
+How many kiosks are in the area?
+How is the group rate?
+How much is the cost of the room?
+How is the food?
+How is the hotel?
+How is the quality of the food?
+How is the front desk?
+How is the size of the room?
+How is the bathroom?
+How is the room?
+How is the breakfast?
+How is the size of the room?
+How is the continental breakfast?
+How is the bed?
+How is the hotel?
+How is the bathroom?
+How is the room?
+How is the wine?
+How is the bed?
+How is the bed?
+How is the price?
+How is the location?
+How is the location?
+How is the light?
+How is the staff?
+How is the pillows?
+How is the bed?
+How is the room?
+How is the hotel?
+How is the breakfast?
+How is the hotel?
+How is the gym?
+How is the room?
+How is the room?
+How is the room?
+How is the atmosphere?
+How is the location of the hotel?
+How is the food?
+How is the view?
+How many restaurants are there?
+How is the closet?
+How is the room?
+How is the breakfast?
+How is the breakfast?
+How is the view?
+How is the location of the hotel?
+How is the room?
+How is the breakfast?
+How is the breakfast?
+How noisy is the hotel?
+How is the noise?
+How is the staff?
+How is the cleanliness of the hotel?
+How is the room?
+How is the wifi?
+How is the smell?
+How is the hotel?
+What is the name of the motel?
+How is the location of the hotel?
+How is the pillows?
+How is the room?
+How is the hotel?
+How is the hotel?
+How is the customer service?
+How is the room?
+How is the breakfast?
+How is the room?
+How is the location?
+How is the hotel?
+How is the breakfast?
+How is the public transportation?
+How is the room?
+How is the hotel?
+How is the room?
+How is the room?
+How is the decor?
+How is the service?
+How is the breakfast?
+How is the cleanliness of the room?
+How is the size of the room?
+How is the noise?
+How is the carpet?
+How is the room?
+How is the location?
+How is the location?
+How is the price?
+How is the room?
+How is the view?
+How is the hotel?
+How is the location of the hotel?
+How is the hotel?
+How is the room size?
+How is the size of the pillows?
+How is the hotel?
+How is the condition of the room?
+How is the cleanliness of the hotel?
+How is the room size?
+How is the bathroom?
+How is the location?
+How is the size of the room?
+How is the food?
+How is the wine?
+How is the hotel?
+How is the restaurant?
+How is the phone service?
+How is the hotel?
+How is the location?
+How is the hotel?
+How is the location?
+How is the room size?
+How is the hotel?
+How is the hotel?
+How is the location of the hotel?
+How is the view?
+How is the room?
+How is the view?
+How is the staff?
+How is the continental breakfast?
+How is the hotel?
+How is the location?
+How is the breakfast?
+How is the breakfast?
+How is the breakfast?
+How is the bathroom?
+How is the breakfast?
+How is the breakfast?
+How is the staff?
+How is the location?
+How is the continental breakfast?
+How is the cleanliness of the room?
+How is the service?
+How is the location?
+How is the bed?
+How is the continental breakfast?
+How is the food?
+How is the room?
+How is the size of the room?
+How is the walk to the water front?
+How is the breakfast?
+How is the location of the hotel?
+How is the manager?
+How is the hotel?
+How is the hotel?
+How is the breakfast?
+How is the internet?
+How is the bed?
+How is the hotel?
+How is the service?
+How is the location of the hotel?
+How is the hotel?
+How is the atmosphere?
+How is the room?
+How is the room?
+How is the breakfast?
+How is the location of the hotel?
+How is the room?
+How is the breakfast?
+How is the location?
+How is the room?
+How is the view?
+How is the hotel?
+How is the breakfast?
+How is the location of the hotel?
+How is the view?
+How is the breakfast?
+How much is the parking fee?
+How is the staff?
+How is the location of the hotel?
+How is the location of the hotel?
+How is the room?
+How is the food?
+How is the room?
+How is the dust in the room?
+How is the continental breakfast?
+How is the decor?
+How is the room?
+How is the staff?
+How is the hotel?
+How is the location?
+How is the breakfast?
+How is the hotel?
+How is the location of the hotel?
+How is the breakfast?
+How is the service?
+How is the hotel?
+How is the breakfast?
+How is the room?
+How is the view?
+How is the location of the hotel?
+How is the hotel?
+How is the room?
+How is the location?
+How is the location of the hotel?
+How is the location of the hotel?
+How is the hotel?
+How is the bed?
+Is there a restaurant near the hotel?
+How is the room?
+How is the fruit in the gym?
+How is the bed?
+How is the restaurant?
+How is the price?
+How is the location?
+How is the location?
+How is the breakfast?
+How is the hotel?
+How is the breakfast?
+How is the front desk?
+How is the hotel?
+How is the breakfast?
+How is the location of the hotel?
+How is the location of the hotel?
+How is the staff?
+How is the staff?
+How is the cleanliness of the hotel?
+How is the size of the room?
+How is the location of the hotel?
+How is the breakfast?
+How is the hotel?
+How is the breakfast?
+How is the breakfast?
+How is the location?
+How is the staff?
+How is the hotel?
+How is the room?
+How is the staff?
+How is the parking?
+How is the breakfast?
+How is the gym?
+How is the room?
+How is the air conditioning unit?
+How is the breakfast?
+How is the location?
+How is the atmosphere?
+How is the location?
+How old is the room?
+How is the location of the hotel?
+How is the breakfast?
+How is the breakfast?
+How is the staff?
+How is the hotel?
+How is the bathroom?
+How is the owner?
+How is the room?
+How is the food?
+How is the location of the hotel?
+How is the hotel?
+How is the value of the hotel?
+How is the breakfast?
+How is the breakfast?
+How is the location?
+How is the location?
+How big is the room?
+How is the location?
+How is the hotel?
+How is the price?
+How is the hotel?
+How is the staff?

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

@@ -0,0 +1,143 @@
+How is the staff?
+How is the view?
+How is the coffee?
+How is the lobby?
+How is the location of the hotel?
+How is the staff?
+How is the coffee?
+How is the bathroom?
+How is the parking?
+How is the hotel?
+How is the hotel?
+How is the view?
+How is the view?
+How is the bar?
+How is the service?
+How is the staff?
+How is the view?
+How is the staff?
+How is the customer service?
+How is the wine?
+How is the service?
+How is the hotel?
+How is the reception staff?
+How is the location?
+How is the water pressure?
+How is the hotel?
+How is the customer service?
+How is the hotel?
+How is the hotel?
+How is the hotel?
+How is the parking?
+How is the hotel?
+How is the hotel?
+How is the hotel?
+How is the hotel?
+How is the hotel?
+How is the hotel?
+How is the view?
+How is the TV?
+How is the size of the room?
+How is the parking fee?
+How is the view?
+How is the bathroom?
+How is the hotel?
+How is the service?
+How is the staff?
+How is the wine hour?
+How is the hotel?
+How is the smell of the hotel?
+How is the bed?
+How is the location of the hotel?
+How is the service?
+How is the hotel?
+How is the staff?
+How is the price of the room?
+How is the hotel?
+How is the service?
+How is the staff?
+How is the staff?
+How is the staff?
+How is the bed?
+How is the hotel?
+How is the room?
+How is the receptionist?
+How is the hotel?
+How is the hotel?
+How is the bed?
+How is the staff?
+How is the hotel?
+How is the pub?
+How is the bar?
+How is the breakfast?
+How is the hotel?
+How is the safety of the hotel?
+How is the service?
+How is the view?
+How is the room?
+How is the elevator?
+How is the bed?
+How is the wine hour?
+How is the breakfast buffet?
+How is the concierge service?
+How is the bathroom?
+How is the customer service?
+How is the staff?
+How is the staff?
+How is the concierge service?
+How is the service?
+How is the noise?
+How is the location of the hotel?
+How is the hotel?
+How is the service?
+How is the bed?
+How is the location of the hotel?
+How is the vanity area?
+How is the bed?
+How is the service?
+How is the staff?
+How is the pool?
+How is the front desk staff?
+How is the hotel?
+How is the hotel?
+How is the shower?
+How is the smell of the carpet?
+How is the food?
+How is the hotel?
+How is the service?
+How is the hotel?
+How is the bathroom?
+How is the traffic noise?
+How is the bathroom?
+How is the parking?
+How is the hotel?
+How is the hotel?
+How is the view?
+How is the hotel?
+How is the hotel?
+How is the service?
+How is the staff?
+How is the service?
+How is the breakfast buffet?
+How is the bed?
+How is the service?
+How is the view?
+How is the service?
+How is the view?
+How is the price?
+How is the view?
+How is the staff?
+How is the staff?
+How is the hotel?
+How is the view?
+How is the view?
+How is the bed?
+How would you rate the hotel?
+How is the staff?
+How is the room?
+How is the view?
+How is the view?
+How is the hotel?
+How is the staff?
+How is the room size?
+How is the hotel?

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a8c72afdc300bdb8fc93fe87a4b1aafa27d36a8795a4589e89126228023b6c23
-size 2950786951
+oid sha256:9e35d6fc955474e9466822217008164cc8736073db7fc2db3cb88e584b19d699
+size 2950794119

tokenizer_config.json

@@ -1 +1 @@
-{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>", "extra_ids": 100, "additional_special_tokens": ["<extra_id_0>", "<extra_id_1>", "<extra_id_2>", "<extra_id_3>", "<extra_id_4>", "<extra_id_5>", "<extra_id_6>", "<extra_id_7>", "<extra_id_8>", "<extra_id_9>", "<extra_id_10>", "<extra_id_11>", "<extra_id_12>", "<extra_id_13>", "<extra_id_14>", "<extra_id_15>", "<extra_id_16>", "<extra_id_17>", "<extra_id_18>", "<extra_id_19>", "<extra_id_20>", "<extra_id_21>", "<extra_id_22>", "<extra_id_23>", "<extra_id_24>", "<extra_id_25>", "<extra_id_26>", "<extra_id_27>", "<extra_id_28>", "<extra_id_29>", "<extra_id_30>", "<extra_id_31>", "<extra_id_32>", "<extra_id_33>", "<extra_id_34>", "<extra_id_35>", "<extra_id_36>", "<extra_id_37>", "<extra_id_38>", "<extra_id_39>", "<extra_id_40>", "<extra_id_41>", "<extra_id_42>", "<extra_id_43>", "<extra_id_44>", "<extra_id_45>", "<extra_id_46>", "<extra_id_47>", "<extra_id_48>", "<extra_id_49>", "<extra_id_50>", "<extra_id_51>", "<extra_id_52>", "<extra_id_53>", "<extra_id_54>", "<extra_id_55>", "<extra_id_56>", "<extra_id_57>", "<extra_id_58>", "<extra_id_59>", "<extra_id_60>", "<extra_id_61>", "<extra_id_62>", "<extra_id_63>", "<extra_id_64>", "<extra_id_65>", "<extra_id_66>", "<extra_id_67>", "<extra_id_68>", "<extra_id_69>", "<extra_id_70>", "<extra_id_71>", "<extra_id_72>", "<extra_id_73>", "<extra_id_74>", "<extra_id_75>", "<extra_id_76>", "<extra_id_77>", "<extra_id_78>", "<extra_id_79>", "<extra_id_80>", "<extra_id_81>", "<extra_id_82>", "<extra_id_83>", "<extra_id_84>", "<extra_id_85>", "<extra_id_86>", "<extra_id_87>", "<extra_id_88>", "<extra_id_89>", "<extra_id_90>", "<extra_id_91>", "<extra_id_92>", "<extra_id_93>", "<extra_id_94>", "<extra_id_95>", "<extra_id_96>", "<extra_id_97>", "<extra_id_98>", "<extra_id_99>"], "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "t5_large_subjqa_tripadvisor/best_model", "tokenizer_class": "T5Tokenizer"}
+{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>", "extra_ids": 100, "additional_special_tokens": ["<extra_id_0>", "<extra_id_1>", "<extra_id_2>", "<extra_id_3>", "<extra_id_4>", "<extra_id_5>", "<extra_id_6>", "<extra_id_7>", "<extra_id_8>", "<extra_id_9>", "<extra_id_10>", "<extra_id_11>", "<extra_id_12>", "<extra_id_13>", "<extra_id_14>", "<extra_id_15>", "<extra_id_16>", "<extra_id_17>", "<extra_id_18>", "<extra_id_19>", "<extra_id_20>", "<extra_id_21>", "<extra_id_22>", "<extra_id_23>", "<extra_id_24>", "<extra_id_25>", "<extra_id_26>", "<extra_id_27>", "<extra_id_28>", "<extra_id_29>", "<extra_id_30>", "<extra_id_31>", "<extra_id_32>", "<extra_id_33>", "<extra_id_34>", "<extra_id_35>", "<extra_id_36>", "<extra_id_37>", "<extra_id_38>", "<extra_id_39>", "<extra_id_40>", "<extra_id_41>", "<extra_id_42>", "<extra_id_43>", "<extra_id_44>", "<extra_id_45>", "<extra_id_46>", "<extra_id_47>", "<extra_id_48>", "<extra_id_49>", "<extra_id_50>", "<extra_id_51>", "<extra_id_52>", "<extra_id_53>", "<extra_id_54>", "<extra_id_55>", "<extra_id_56>", "<extra_id_57>", "<extra_id_58>", "<extra_id_59>", "<extra_id_60>", "<extra_id_61>", "<extra_id_62>", "<extra_id_63>", "<extra_id_64>", "<extra_id_65>", "<extra_id_66>", "<extra_id_67>", "<extra_id_68>", "<extra_id_69>", "<extra_id_70>", "<extra_id_71>", "<extra_id_72>", "<extra_id_73>", "<extra_id_74>", "<extra_id_75>", "<extra_id_76>", "<extra_id_77>", "<extra_id_78>", "<extra_id_79>", "<extra_id_80>", "<extra_id_81>", "<extra_id_82>", "<extra_id_83>", "<extra_id_84>", "<extra_id_85>", "<extra_id_86>", "<extra_id_87>", "<extra_id_88>", "<extra_id_89>", "<extra_id_90>", "<extra_id_91>", "<extra_id_92>", "<extra_id_93>", "<extra_id_94>", "<extra_id_95>", "<extra_id_96>", "<extra_id_97>", "<extra_id_98>", "<extra_id_99>"], "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "asahi417/lmqg-t5-large-squad", "tokenizer_class": "T5Tokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"dataset_path": "asahi417/qg_subjqa", "dataset_name": "tripadvisor", "input_types": ["paragraph_answer"], "output_types": ["question"], "prefix_types": ["qg"], "model": "asahi417/lmqg-t5-large-squad", "max_length": 512, "max_length_output": 32, "epoch": 1, "batch": 16, "lr": 0.0001, "fp16": false, "random_seed": 1, "gradient_accumulation_steps": 4, "label_smoothing": 0.15}