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README.txt

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 SPOILER CLASSIFICATION
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-Model (multi-class classification - Spoiler Type ))		F1 Score
-BERT (base uncased)						61.16ROBERTA ( base )						70.38DistilBERT							65.01Longformer							67.56GPT-3 ( Ada - Prompt 1)						68.50GPT-3 ( Ada - Prompt 2)						67.22GPT-3 ( Curie - Prompt 3)					70.02
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+Model (multi-class classification - Spoiler Type ))		F1 Score
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+BERT (base uncased)						61.16
+ROBERTA ( base )						70.38
+DistilBERT							65.01
+Longformer							67.56
+GPT-3 ( Ada - Prompt 1)						68.50
+GPT-3 ( Ada - Prompt 2)						67.22
+GPT-3 ( Curie - Prompt 3)					70.02
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 SPOILER GENERATION (PHRASE)
 
 
-PHRASEModel		BLEU		Meteor		BERT Score
-BERT*		0.21		0.48		60.34ROBERTA*	0.31		0.59		71.51Long T5*	0.5473		0.5991		96.68LED*		0.553		0.5764		96.24T5(T5-small)	0.64		0.55Bart		0.20		0.27SPOILER GENERATION (PASSAGE)
+PHRASE
+Model		BLEU		Meteor		BERT Score
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+BERT*		0.25		0.48		60.34
+ROBERTA*	0.36		0.59		71.51
+Long T5*	0.5473		0.5991		96.68
+LED*		0.553		0.5764		96.24
+T5(T5-small)	0.64		0.55
+Bart		0.20		0.27
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+SPOILER GENERATION (PASSAGE)
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+PASSAGE
+Model		BLEU		Meteor		BERT Score
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+BERT*		0.13		0.27		20.63
+ROBERTA*	0.17		0.27		24.25
+Long T5*	0.891		0.9069		98.16
+LED*		0.853		0.8857		97.70
+T5(T5-small)	0.49		0.62
+Bart		0.18		0.25
 
 
-PASSAGEModel		BLEU		Meteor		BERT ScoreBERT*		0.13		0.27		20.63ROBERTA*	0.17		0.27		24.25Long T5*	0.891		0.9069		98.16LED*		0.853		0.8857		97.70T5(T5-small)	0.49		0.62Bart		0.18		0.25
 
 SPOILER GENERATION (MULTI)
 
 
-MULTIModel		BLEU		Meteor		BERT ScoreBERT*		0.032		0.12		14.05ROBERTA*	0.025		0.12		13.86Long T5*	0.8185		0.8620		96.57LED*		0.7546		0.8254		95.79T5(T5-small)	0.5		0.7Bart		0.17		0.22
+MULTI
+Model		BLEU		Meteor		BERT Score
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+BERT*		0.032		0.12		14.05
+ROBERTA*	0.025		0.12		13.86
+Long T5*	0.8185		0.8620		96.57
+LED*		0.7546		0.8254		95.79
+T5(T5-small)	0.5		0.7
+Bart		0.17		0.22
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