SOTAVerified

Sentence Classification

Papers

Showing 76100 of 303 papers

TitleStatusHype
Text sampling strategies for predicting missing bibliographic links0
DigiCall: A Benchmark for Measuring the Maturity of Digital Strategy through Company Earning CallsCode0
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 20220
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse stateCode0
Getting the Most out of Simile RecognitionCode0
Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language InferenceCode0
PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure TextCode0
Synergy with Translation Artifacts for Training and Inference in Multilingual TasksCode0
Multi-granularity Argument Mining in Legal Texts0
Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers0
Metaphorical Paraphrase Generation: Feeding Metaphorical Language Models with Literal Texts0
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification TasksCode0
Effective Data Augmentation for Sentence Classification Using One VAE per Class0
NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence PredictionCode0
Coordination Generation via Synchronized Text-Infilling0
Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question AnsweringCode0
Figure Descriptive Text Extraction using Ontological Representation0
Construction of English Resume Corpus and Test with Pre-trained Language Models0
Placing (Historical) Facts on a Timeline: A Classification cum Coref Resolution ApproachCode0
Towards Classification of Legal Pharmaceutical Text using GAN-BERT0
Composing Structure-Aware Batches for Pairwise Sentence ClassificationCode0
DMix: Adaptive Distance-aware Interpolative MixupCode0
Sectioning of Biomedical Abstracts: A Sequence of Sequence Classification Task0
Text Mining Drug/Chemical-Protein Interactions using an Ensemble of BERT and T5 Based Models0
Composing Structure-Aware Batches for Pairwise 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