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Question Classification on TREC 50 (test)
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97.2
Accuracy
Rules
85.5936
88.6068
91.62
94.6332
Aug 1, 2017
Jan 22, 2019
Jul 14, 2020
Jan 5, 2022
Jun 28, 2023
Dec 18, 2024
Jun 11, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Rules
2017.08
97.2
Rules
Architecture=Rules
2018.05
97.2
FFT
Model=DeBERTa v2 XXL [24]
2026.06
91.99
cLA
Model=DeBERTa v2 XXL [...
2026.06
91.73
SVM
source=Van-Tu and Anh-...
2017.08
91.6
RulesUHC
2017.08
90.8
RulesUHC
Architecture=RulesUHC
2018.05
90.8
BCN+Char+CoVe
embeddings=GloVe, char...
2017.08
90.2
BCN+Char+CoVe
Architecture=BCN, Embe...
2018.05
90.2
BCN with SuBiLSTM+CoVe
Architecture=BCN, Enco...
2018.05
90.2
BCN with SuBiLSTM-Tied+CoVe
Architecture=BCN, Enco...
2018.05
90.2
FFT
Model=DeBERTa v3 Base...
2026.06
90.15
BCN with BiLSTM+CoVe
Architecture=BCN, Enco...
2018.05
90
BCN with BiLSTM
Architecture=BCN, Enco...
2018.05
89.8
BCN with SuBiLSTM
Architecture=BCN, Enco...
2018.05
89.8
BCN with 2-layer BiLSTM
Architecture=BCN, Enco...
2018.05
89.4
BCN with SuBiLSTM-Tied
Architecture=BCN, Enco...
2018.05
89.4
SNOW
2017.08
89.3
BCN with 2-layer BiLSTM+CoVe
Architecture=BCN, Enco...
2018.05
89.2
SVM
source=Loni et al., 2011
2017.08
89
cLA
Model=DeBERTa v3 Base...
2026.06
86.04
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