SOTAVerified

Sentence Classification

Papers

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Showing 151–200 of 303 papers

TitleStatusHype
Towards the Extraction of Customer-to-Customer Suggestions from Reviews—0
TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding—0
Transfer Learning for Sequences via Learning to Collocate—0
Transformers on Sarcasm Detection with Context—0
T\"uKaPo at SemEval-2020 Task 6: Def(n)tly Not BERT: Definition Extraction Using pre-BERT Methods in a post-BERT World—0
UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network—0
UFAL at SemEval-2016 Task 5: Recurrent Neural Networks for Sentence Classification—0
UJNLP at SemEval-2020 Task 12: Detecting Offensive Language Using Bidirectional Transformers—0
Unified Humor Detection Based on Sentence-pair Augmentation and Transfer Learning—0
UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification—0
Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model—0
Using Context Information for Dialog Act Classification in DNN Framework—0
Using Hedge Detection to Improve Committed Belief Tagging—0
Voice@SRIB at SemEval-2020 Tasks 9 and 12: Stacked Ensemblingmethod for Sentiment and Offensiveness detection in Social Media—0
What Does a TextCNN Learn?—0
What you can cram into a single \$\&!\#* vector: Probing sentence embeddings for linguistic properties—0
Winners at W-NUT 2020 Shared Task-3: Leveraging Event Specific and Chunk Span information for Extracting COVID Entities from Tweets—0
Word Embeddings and Their Use In Sentence Classification Tasks—0
Word Embeddings-Based Uncertainty Detection in Financial Disclosures—0
Word Substitution in Short Answer Extraction: A WordNet-based Approach—0
Zewen at SemEval-2018 Task 1: An Ensemble Model for Affect Prediction in Tweets—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
Evaluation of Domain-specific Word Embeddings using Knowledge Resources—0
Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications—0
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 Learning—0
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 2022—0
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature—0
Feature Stacking for Sentence Classification in Evidence-Based Medicine—0
Figure Descriptive Text Extraction using Ontological Representation—0
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction—0
Grammar-aware sentence classification on quantum computers—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
``Hold on honey, men at work'': A semi-supervised approach to detecting sexism in sitcoms—0
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark—0
Identifying Where to Focus in Reading Comprehension for Neural Question Generation—0
Improve Chit-Chat and QA Sentence Classification in User Messages of Dialogue System using Dialogue Act Embedding—0
Improving Document-Level Sentiment Classification Using Importance of Sentences—0
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding—0
Improving Robustness of Task Oriented Dialog Systems—0
Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model—0
Improving Sentence Classification by Multilingual Data Augmentation and Consensus Learning—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