SOTAVerified

Sentence Classification

Papers

Showing 176200 of 303 papers

TitleStatusHype
Zewen at SemEval-2018 Task 1: An Ensemble Model for Affect Prediction in Tweets0
Evaluation of Domain-specific Word Embeddings using Knowledge Resources0
Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications0
Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task.0
Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning0
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 20220
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature0
Feature Stacking for Sentence Classification in Evidence-Based Medicine0
Figure Descriptive Text Extraction using Ontological Representation0
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction0
Grammar-aware sentence classification on quantum computers0
Grammar-Based Lexicon Extension for Aligning German Radiology Text and Images0
Handling Plurality in Bengali Noun Phrases0
Healing Powers of BERT: How Task-Specific Fine-Tuning Recovers Corrupted Language Models0
``Hold on honey, men at work'': A semi-supervised approach to detecting sexism in sitcoms0
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark0
Identifying Where to Focus in Reading Comprehension for Neural Question Generation0
Improve Chit-Chat and QA Sentence Classification in User Messages of Dialogue System using Dialogue Act Embedding0
Improving Document-Level Sentiment Classification Using Importance of Sentences0
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding0
Improving Robustness of Task Oriented Dialog Systems0
Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model0
Improving Sentence Classification by Multilingual Data Augmentation and Consensus Learning0
Improving Word Embeddings Using Kernel PCA0
Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings0
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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