SOTAVerified

Sentence Classification

Papers

Showing 76100 of 303 papers

TitleStatusHype
Bootstrapped Training of Event Extraction Classifiers0
Grammar-aware sentence classification on quantum computers0
An Empirical Study of Factors Affecting Language-Independent Models0
An Efficient Cross-lingual Model for Sentence Classification Using Convolutional Neural Network0
Feature Stacking for Sentence Classification in Evidence-Based Medicine0
DeSpin: a prototype system for detecting spin in biomedical publications0
Design and Evaluation of SentiEcon: a fine-grained Economic/Financial Sentiment Lexicon from a Corpus of Business News0
Dependency Based Embeddings for Sentence Classification Tasks0
BERTatDE at SemEval-2020 Task 6: Extracting Term-definition Pairs in Free Text Using Pre-trained Model0
DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling0
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature0
Figure Descriptive Text Extraction using Ontological Representation0
Grammar-Based Lexicon Extension for Aligning German Radiology Text and Images0
Borrow a Little from your Rich Cousin: Using Embeddings and Polarities of English Words for Multilingual Sentiment Classification0
DMix: Distance Constrained Interpolative Mixup0
DeftPunk at SemEval-2020 Task 6: Using RNN-ensemble for the Sentence Classification.0
Deep Learning on Graphs for Natural Language Processing0
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese0
Duluth at SemEval-2021 Task 11: Applying DeBERTa to Contributing Sentence Selection and Dependency Parsing for Entity Extraction0
Deep Learning Models For Multiword Expression Identification0
An automated method to build a corpus of rhetorically-classified sentences in biomedical texts0
Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task.0
EICA at SemEval-2017 Task 4: A Simple Convolutional Neural Network for Topic-based Sentiment Classification0
Emerald 110k: A Multidisciplinary Dataset for Abstract Sentence Classification0
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events0
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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