SOTAVerified

Sentence Classification

Papers

Showing 201210 of 303 papers

TitleStatusHype
No Training Required: Exploring Random Encoders for Sentence ClassificationCode0
Sentence transition matrix: An efficient approach that preserves sentence semantics0
TEST: A Terminology Extraction System for Technology Related Terms0
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding0
Syllables for Sentence Classification in Morphologically Rich Languages0
Sentence Encoding with Tree-constrained Relation Networks0
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization0
On the Confidence of Neural Network Predictions for some NLP Tasks0
A Comparative Study of Neural Network Models for Sentence Classification0
Disney at IEST 2018: Predicting Emotions using an Ensemble0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SciBERTF184.9Unverified
2Structural-scaffoldsF184Unverified
3BiLSTM-Attention + ELMoF182.6Unverified
4Feature-Rich Random ForestF179.6Unverified
5BiLSTM-AttentionF177.2Unverified
#ModelMetricClaimedVerifiedStatus
1FE-MLM + SpanF178.1Unverified
2SciBERTF170.98Unverified
3Structural-scaffoldsF167.9Unverified
4Random ForestF153Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F165.71Unverified
2SciBERT (Base Vocab)F164.02Unverified
#ModelMetricClaimedVerifiedStatus
1Hierarchical Neural NetworksF192.6Unverified
2SciBERT (Base Vocab)F186.81Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F184.99Unverified
2SciBERT (Base Vocab)F184.43Unverified
#ModelMetricClaimedVerifiedStatus
1RoBERTa-largeMacro F170.9Unverified