SOTAVerified

Sentence Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 303 papers

TitleStatusHype
CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word RepresentationsCode0
Voice@SRIB at SemEval-2020 Task 9 and 12: Stacked Ensembling method for Sentiment and Offensiveness detection in Social MediaCode0
Active Discriminative Text Representation LearningCode0
Neural Networks for Joint Sentence Classification in Medical Paper AbstractsCode0
A Joint Model for Definition Extraction with Syntactic Connection and Semantic ConsistencyCode0
No Training Required: Exploring Random Encoders for Sentence ClassificationCode0
MDAPT: Multilingual Domain Adaptive Pretraining in a Single ModelCode0
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification TasksCode0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization ParametersCode0
Measuring the Evolution of a Scientific Field through Citation FramesCode0
Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language InferenceCode0
Taming Pretrained Transformers for Extreme Multi-label Text ClassificationCode0
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific AbstractsCode0
Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context LearningCode0
NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence PredictionCode0
Translations as Additional Contexts for Sentence ClassificationCode0
Constructing the CORD-19 Vaccine Dataset—0
Grammar-aware sentence classification on quantum computers—0
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks—0
A Study of Suggestions in Opinionated Texts and their Automatic Detection—0
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction—0
Composing Structure-Aware Batches for Pairwise Sentence Classification—0
Grammar-Based Lexicon Extension for Aligning German Radiology Text and Images—0
Handling Plurality in Bengali Noun Phrases—0
Healing Powers of BERT: How Task-Specific Fine-Tuning Recovers Corrupted Language Models—0
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification—0
A Metric Learning Approach to Misogyny Categorization—0
Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database—0
Figure Descriptive Text Extraction using Ontological Representation—0
Feature Stacking for Sentence Classification in Evidence-Based Medicine—0
Coarse Semantic Classification of Rare Nouns Using Cross-Lingual Data and Recurrent Neural Networks—0
A Span-based Dynamic Local Attention Model for Sequential Sentence Classification—0
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature—0
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 2022—0
Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning—0
CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities—0
ASM Kernel: Graph Kernel using Approximate Subgraph Matching for Relation Extraction—0
Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models—0
Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention—0
Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task.—0
Classifying Gene Sentences in Biomedical Literature by Combining High-Precision Gene Identifiers—0
A Simple and Effective Model for Multi-Hop Question Generation—0
Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications—0
Evaluation of Domain-specific Word Embeddings using Knowledge Resources—0
Classification and Clustering of Sentence-Level Embeddings of Scientific Articles Generated by Contrastive Learning—0
A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification—0
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension—0
Empirical Evaluation of RNN Architectures on Sentence Classification Task—0
EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues—0
Show:102550
← PrevPage 3 of 7Next →
All datasetsSciCiteACL ARCPaper FieldPubMed 20k RCTScienceCiteCHIP-CTC

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