SOTAVerified

Sentence Classification

Papers

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Showing 101–150 of 303 papers

TitleStatusHype
Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans DetectionCode0
Duluth at SemEval-2021 Task 11: Applying DeBERTa to Contributing Sentence Selection and Dependency Parsing for Entity Extraction—0
UIUC\_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP ContributionsCode1
Revisiting Uncertainty-based Query Strategies for Active Learning with TransformersCode1
CBLUE: A Chinese Biomedical Language Understanding Evaluation BenchmarkCode1
SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain—0
Deep Learning on Graphs for Natural Language Processing—0
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat ViolenceCode1
Causal Augmentation for Causal Sentence Classification—0
UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP ContributionsCode1
MT6: Multilingual Pretrained Text-to-Text Transformer with Translation PairsCode1
Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database—0
Neural Architecture Search based on Cartesian Genetic Programming Coding Method—0
Improving Document-Level Sentiment Classification Using Importance of Sentences—0
QNLP in Practice: Running Compositional Models of Meaning on a Quantum ComputerCode1
Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research PapersCode1
BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in BanglaCode1
Improving BERT with Syntax-aware Local AttentionCode1
Grammar-aware sentence classification on quantum computers—0
Sentence Classification with Imbalanced Data for Health Applications—0
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction—0
UJNLP at SemEval-2020 Task 12: Detecting Offensive Language Using Bidirectional Transformers—0
Voice@SRIB at SemEval-2020 Tasks 9 and 12: Stacked Ensemblingmethod for Sentiment and Offensiveness detection in Social Media—0
BERTatDE at SemEval-2020 Task 6: Extracting Term-definition Pairs in Free Text Using Pre-trained Model—0
DeftPunk at SemEval-2020 Task 6: Using RNN-ensemble for the Sentence Classification.—0
T\"uKaPo at SemEval-2020 Task 6: Def(n)tly Not BERT: Definition Extraction Using pre-BERT Methods in a post-BERT World—0
ACNLP at SemEval-2020 Task 6: A Supervised Approach for Definition Extraction—0
Unified Humor Detection Based on Sentence-pair Augmentation and Transfer Learning—0
Winners at W-NUT 2020 Shared Task-3: Leveraging Event Specific and Chunk Span information for Extracting COVID Entities from Tweets—0
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events—0
Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts—0
Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification—0
MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification—0
Modularized Syntactic Neural Networks for Sentence Classification—0
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports—0
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input RepresentationsCode1
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model—0
DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling—0
Improving Sentence Classification by Multilingual Data Augmentation and Consensus Learning—0
IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language UnderstandingCode1
SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus—0
Voice@SRIB at SemEval-2020 Task 9 and 12: Stacked Ensembling method for Sentiment and Offensiveness detection in Social MediaCode0
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain—0
Multimodal Word Sense Disambiguation in Creative PracticeCode0
Transformers on Sarcasm Detection with Context—0
A Metric Learning Approach to Misogyny Categorization—0
DeSpin: a prototype system for detecting spin in biomedical publications—0
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled ExamplesCode1
Discrete Latent Variable Representations for Low-Resource Text ClassificationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SciBERTF184.9—Unverified
2Structural-scaffoldsF184—Unverified
3BiLSTM-Attention + ELMoF182.6—Unverified
4Feature-Rich Random ForestF179.6—Unverified
5BiLSTM-AttentionF177.2—Unverified
#ModelMetricClaimedVerifiedStatus
1FE-MLM + SpanF178.1—Unverified
2SciBERTF170.98—Unverified
3Structural-scaffoldsF167.9—Unverified
4Random ForestF153—Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F165.71—Unverified
2SciBERT (Base Vocab)F164.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Hierarchical Neural NetworksF192.6—Unverified
2SciBERT (Base Vocab)F186.81—Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F184.99—Unverified
2SciBERT (Base Vocab)F184.43—Unverified
#ModelMetricClaimedVerifiedStatus
1RoBERTa-largeMacro F170.9—Unverified