SOTAVerified

Sentence Classification

Papers

Showing 101125 of 303 papers

TitleStatusHype
CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word RepresentationsCode0
Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 QuestionsCode0
Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans DetectionCode0
Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic DatasetsCode0
MDAPT: Multilingual Domain Adaptive Pretraining in a Single ModelCode0
Active Discriminative Text Representation LearningCode0
Investigating an Effective Character-level Embedding in Korean Sentence ClassificationCode0
Convolutional Neural Network Language ModelsCode0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization ParametersCode0
Contextual Sentence Classification: Detecting Sustainability Initiatives in Company ReportsCode0
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence BenchmarksCode0
Taming Pretrained Transformers for Extreme Multi-label Text ClassificationCode0
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific AbstractsCode0
IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest DetectionCode0
Measuring the Evolution of a Scientific Field through Citation FramesCode0
Posterior Calibrated Training on Sentence Classification TasksCode0
Constructing the CORD-19 Vaccine Dataset0
Grammar-aware sentence classification on quantum computers0
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks0
A Study of Suggestions in Opinionated Texts and their Automatic Detection0
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction0
Composing Structure-Aware Batches for Pairwise Sentence Classification0
Grammar-Based Lexicon Extension for Aligning German Radiology Text and Images0
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification0
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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