SOTAVerified

Sentence Classification

Papers

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Showing 51–100 of 303 papers

TitleStatusHype
A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification—0
Adapting Pre-trained Language Models for Quantum Natural Language Processing—0
Classifying Gene Sentences in Biomedical Literature by Combining High-Precision Gene Identifiers—0
Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention—0
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark—0
A Comparative Study of Neural Network Models for Sentence Classification—0
Coarse Semantic Classification of Rare Nouns Using Cross-Lingual Data and Recurrent Neural Networks—0
Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database—0
Composing Structure-Aware Batches for Pairwise Sentence Classification—0
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification—0
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks—0
Constructing the CORD-19 Vaccine Dataset—0
A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification—0
``Hold on honey, men at work'': A semi-supervised approach to detecting sexism in sitcoms—0
Effectively Crowdsourcing Radiology Report Annotations—0
Effective Data Augmentation for Sentence Classification Using One VAE per Class—0
Causal Augmentation for Causal Sentence Classification—0
Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening—0
Healing Powers of BERT: How Task-Specific Fine-Tuning Recovers Corrupted Language Models—0
Identifying Where to Focus in Reading Comprehension for Neural Question Generation—0
A Hierarchical Neural Network for Information Extraction of Product Attribute and Condition Sentences—0
Does Similarity Matter? The Case of Answer Extraction from Technical Discussion Forums—0
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction—0
Any-gram Kernels for Sentence Classification: A Sentiment Analysis Case Study—0
Disney at IEST 2018: Predicting Emotions using an Ensemble—0
Bootstrapped Training of Event Extraction Classifiers—0
Grammar-aware sentence classification on quantum computers—0
An Empirical Study of Factors Affecting Language-Independent Models—0
An Efficient Cross-lingual Model for Sentence Classification Using Convolutional Neural Network—0
Feature Stacking for Sentence Classification in Evidence-Based Medicine—0
DeSpin: a prototype system for detecting spin in biomedical publications—0
Design and Evaluation of SentiEcon: a fine-grained Economic/Financial Sentiment Lexicon from a Corpus of Business News—0
Dependency Based Embeddings for Sentence Classification Tasks—0
BERTatDE at SemEval-2020 Task 6: Extracting Term-definition Pairs in Free Text Using Pre-trained Model—0
DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling—0
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature—0
Figure Descriptive Text Extraction using Ontological Representation—0
Grammar-Based Lexicon Extension for Aligning German Radiology Text and Images—0
Borrow a Little from your Rich Cousin: Using Embeddings and Polarities of English Words for Multilingual Sentiment Classification—0
DMix: Distance Constrained Interpolative Mixup—0
DeftPunk at SemEval-2020 Task 6: Using RNN-ensemble for the Sentence Classification.—0
Deep Learning on Graphs for Natural Language Processing—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
Deep Learning Models For Multiword Expression Identification—0
An automated method to build a corpus of rhetorically-classified sentences in biomedical texts—0
Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task.—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
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events—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