Misclassified Base Models TweetEval Samples
Text: @user Interesting choice of words... Are you confirming that governments fund #terrorism? Bit of an open door, but still...
True: anger | Fine-Tuned DistilBERT Pred: label_0 | Fine-Tuned DistilRoBERTa Pred: label_0
WordPiece (DistilBERT): [NO_PRINTED_FORM]
BPE (DistilRoBERTa): [NO_PRINTED_FORM]
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Text: @user Welcome to #MPSVT! We are delighted to have you! #grateful #MPSVT #relationships
True: joy | Fine-Tuned DistilBERT Pred: label_1 | Fine-Tuned DistilRoBERTa Pred: label_1
WordPiece (DistilBERT): [NO_PRINTED_FORM]
BPE (DistilRoBERTa): [NO_PRINTED_FORM]
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Text: i am revolting.
True: anger | Fine-Tuned DistilBERT Pred: label_0 | Fine-Tuned DistilRoBERTa Pred: label_0
WordPiece (DistilBERT): ['i', 'am', 'revolt', '##ing', '.']
BPE (DistilRoBERTa): ['i', 'Ġam', 'Ġrevol', 'ting', '.']
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Text: Rin might ever appeared gloomy but to be a melodramatic person was not her thing.\n\nBut honestly, she missed her old friend. The special one.
True: sadness | Fine-Tuned DistilBERT Pred: label_3 | Fine-Tuned DistilRoBERTa Pred: label_3
WordPiece (DistilBERT): ['ri', '##n', 'might', 'ever', 'appeared', 'gloom', '##y', 'but', 'to', 'be', 'a', 'mel', '##od', '##rama', '##tic', 'person', 'was', 'not', 'her', 'thing', '.', '\\', 'n', '\\', 'n', '##bu', '##t', 'honestly', ',', 'she', 'missed', 'her', 'old', 'friend', '.', 'the', 'special', 'one', '.']
BPE (DistilRoBERTa): ['R', 'in', 'Ġmight', 'Ġever', 'Ġappeared', 'Ġgloomy', 'Ġbut', 'Ġto', 'Ġbe', 'Ġa', 'Ġmel', 'od', 'ram', 'atic', 'Ġperson', 'Ġwas', 'Ġnot', 'Ġher', 'Ġthing', '.', '\\', 'n', '\\', 'n', 'But', 'Ġhonestly', ',', 'Ġshe', 'Ġmissed', 'Ġher', 'Ġold', 'Ġfriend', '.', 'ĠThe', 'Ġspecial', 'Ġone', '.']
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Text: @user Get Donovan out of your soccer booth. He's awful. He's bitter. He makes me want to mute the tv. #horrid
True: anger | Fine-Tuned DistilBERT Pred: label_0 | Fine-Tuned DistilRoBERTa Pred: label_0
WordPiece (DistilBERT): [NO_PRINTED_FORM]
BPE (DistilRoBERTa): [NO_PRINTED_FORM]
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Text: @user how can u have sold so many copies but ur game has so many fucking bugs and mad lag issues. Optimize ur shit soon.
True: anger | Fine-Tuned DistilBERT Pred: label_0 | Fine-Tuned DistilRoBERTa Pred: label_0
WordPiece (DistilBERT): [NO_PRINTED_FORM]
BPE (DistilRoBERTa): [NO_PRINTED_FORM]
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Text: People who say nmu are the worst, something has to be going on, tell me I wanna know bout your life that's why I fucking asked, I care 😤
True: anger | Fine-Tuned DistilBERT Pred: label_0 | Fine-Tuned DistilRoBERTa Pred: label_0
WordPiece (DistilBERT): ['people', 'who', 'say', 'nm', '##u', 'are', 'the', 'worst', ',', 'something', 'has', 'to', 'be', 'going', 'on', ',', 'tell', 'me', 'i', 'wanna', 'know', 'bout', 'your', 'life', 'that', "'", 's', 'why', 'i', 'fucking', 'asked', ',', 'i', 'care', '[UNK]']
BPE (DistilRoBERTa): ['People', 'Ġwho', 'Ġsay', 'Ġnm', 'u', 'Ġare', 'Ġthe', 'Ġworst', ',', 'Ġsomething', 'Ġhas', 'Ġto', 'Ġbe', 'Ġgoing', 'Ġon', ',', 'Ġtell', 'Ġme', 'ĠI', 'Ġwanna', 'Ġknow', 'Ġbout', 'Ġyour', 'Ġlife', 'Ġthat', "'s", 'Ġwhy', 'ĠI', 'Ġfucking', 'Ġasked', ',', 'ĠI', 'Ġcare', 'ĠðŁĺ', '¤']
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Text: @user The hatred from the Left ought to concern everyone----who wants a police state-the left, so than can spy on all of us.
True: anger | Fine-Tuned DistilBERT Pred: label_0 | Fine-Tuned DistilRoBERTa Pred: label_0
WordPiece (DistilBERT): [NO_PRINTED_FORM]
BPE (DistilRoBERTa): [NO_PRINTED_FORM]
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