SOTAVerified

Sentence Classification

Papers

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Showing 251–300 of 303 papers

TitleStatusHype
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks—0
Constructing the CORD-19 Vaccine Dataset—0
Construction of English Resume Corpus and Test with Pre-trained Language Models—0
Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 2024—0
Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment—0
Classifying Gene Sentences in Biomedical Literature by Combining High-Precision Gene Identifiers—0
Coordination Generation via Synchronized Text-Infilling—0
Classification and Clustering of Sentence-Level Embeddings of Scientific Articles Generated by Contrastive Learning—0
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data—0
Causal Augmentation for Causal Sentence Classification—0
Stacked Sentence-Document Classifier Approach for Improving Native Language Identification—0
Using Context Information for Dialog Act Classification in DNN Framework—0
Structure Representation Learning by Jointly Learning to Pool and Represent—0
Borrow a Little from your Rich Cousin: Using Embeddings and Polarities of English Words for Multilingual Sentiment Classification—0
Bootstrapped Training of Event Extraction Classifiers—0
Deep Learning Models For Multiword Expression Identification—0
Deep Learning on Graphs for Natural Language Processing—0
DeftPunk at SemEval-2020 Task 6: Using RNN-ensemble for the Sentence Classification.—0
Suggestion Mining from Opinionated Text—0
Dependency Based Embeddings for Sentence Classification Tasks—0
Design and Evaluation of SentiEcon: a fine-grained Economic/Financial Sentiment Lexicon from a Corpus of Business News—0
DeSpin: a prototype system for detecting spin in biomedical publications—0
Syllables for Sentence Classification in Morphologically Rich Languages—0
Using Hedge Detection to Improve Committed Belief Tagging—0
DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling—0
BERTatDE at SemEval-2020 Task 6: Extracting Term-definition Pairs in Free Text Using Pre-trained Model—0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines—0
Disney at IEST 2018: Predicting Emotions using an Ensemble—0
Syntactically Aware Neural Architectures for Definition Extraction—0
DMix: Distance Constrained Interpolative Mixup—0
Does Similarity Matter? The Case of Answer Extraction from Technical Discussion Forums—0
A Deep Neural Network Sentence Level Classification Method with Context Information—0
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese—0
Duluth at SemEval-2021 Task 11: Applying DeBERTa to Contributing Sentence Selection and Dependency Parsing for Entity Extraction—0
Task-Agnostic Detector for Insertion-Based Backdoor Attacks—0
Effective Data Augmentation for Sentence Classification Using One VAE per Class—0
Effectively Crowdsourcing Radiology Report Annotations—0
EICA at SemEval-2017 Task 4: A Simple Convolutional Neural Network for Topic-based Sentiment Classification—0
Emerald 110k: A Multidisciplinary Dataset for Abstract Sentence Classification—0
EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues—0
Empirical Evaluation of RNN Architectures on Sentence Classification Task—0
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension—0
Team “DaDeFrNi” at CASE 2021 Task 1: Document and Sentence Classification for Protest Event Detection—0
TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields—0
Evaluation of Domain-specific Word Embeddings using Knowledge Resources—0
Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications—0
Attention for Implicit Discourse Relation Recognition—0
Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task.—0
Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection—0
Team Xenophilius Lovegood at SemEval-2019 Task 4: Hyperpartisanship Classification using Convolutional Neural Networks—0
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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