SOTAVerified

Sentence Classification

Papers

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Showing 101–150 of 303 papers

TitleStatusHype
Composing Structure-Aware Batches for Pairwise Sentence Classification—0
MDG: Metaphorical Sentence Detection and Generation with Masked Metaphor Modeling—0
Structure Representation Learning by Jointly Learning to Pool and Represent—0
Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization ParametersCode0
Locality Preserving Sentence Encoding—0
Reconstruction Attack on Instance Encoding for Language Understanding—0
Causal Augmentation for Causal Sentence ClassificationCode0
DMix: Distance Constrained Interpolative Mixup—0
Contextual Sentence Classification: Detecting Sustainability Initiatives in Company ReportsCode0
Improve Chit-Chat and QA Sentence Classification in User Messages of Dialogue System using Dialogue Act Embedding—0
A Simple and Effective Model for Multi-Hop Question Generation—0
MDAPT: Multilingual Domain Adaptive Pretraining in a Single ModelCode0
Counterfactual Adversarial Learning with Representation InterpolationCode0
Tree-Constrained Graph Neural Networks For Argument MiningCode0
Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 QuestionsCode0
TextCNN with Attention for Text ClassificationCode0
Towards a Better Understanding Human Reading Comprehension with Brain SignalsCode0
Multilingual Protest News Detection - Shared Task 1, CASE 2021—0
A Span-based Dynamic Local Attention Model for Sequential Sentence Classification—0
Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans DetectionCode0
Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection—0
Duluth at SemEval-2021 Task 11: Applying DeBERTa to Contributing Sentence Selection and Dependency Parsing for Entity Extraction—0
Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection—0
Learning to Solve NLP Tasks in an Incremental Number of Languages—0
IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest DetectionCode0
``Hold on honey, men at work'': A semi-supervised approach to detecting sexism in sitcoms—0
SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain—0
Deep Learning on Graphs for Natural Language Processing—0
Causal Augmentation for Causal Sentence Classification—0
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
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
BERTatDE at SemEval-2020 Task 6: Extracting Term-definition Pairs in Free Text Using Pre-trained Model—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
DeftPunk at SemEval-2020 Task 6: Using RNN-ensemble for the Sentence Classification.—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
ACNLP at SemEval-2020 Task 6: A Supervised Approach for Definition Extraction—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
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
Unified Humor Detection Based on Sentence-pair Augmentation and Transfer Learning—0
Modularized Syntactic Neural Networks for Sentence Classification—0
Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts—0
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports—0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
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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