SOTAVerified

Sentence Classification

Papers

Showing 151175 of 303 papers

TitleStatusHype
Design and Evaluation of SentiEcon: a fine-grained Economic/Financial Sentiment Lexicon from a Corpus of Business News0
CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word RepresentationsCode0
Posterior Calibrated Training on Sentence Classification TasksCode0
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension0
Cross-lingual Information Retrieval with BERTCode0
Integrated Eojeol Embedding for Erroneous Sentence Classification in Korean Chatbots0
CLUE: A Chinese Language Understanding Evaluation BenchmarkCode2
The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User ReviewsCode1
Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced DataCode1
TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding0
Iterative Data Programming for Expanding Text Classification Corpora0
An Empirical Study of Factors Affecting Language-Independent Models0
Neural Simile Recognition with Cyclic Multitask Learning and Local AttentionCode0
PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AICode0
Improving Robustness of Task Oriented Dialog Systems0
t-SS3: a text classifier with dynamic n-grams for early risk detection over text streamsCode0
A Joint Model for Definition Extraction with Syntactic Connection and Semantic ConsistencyCode0
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence ClassificationCode0
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data0
On Dimensional Linguistic Properties of the Word Embedding SpaceCode0
Towards Understanding of Medical Randomized Controlled Trials by Conclusion GenerationCode0
Interpretable Network Structure for Modeling Contextual Dependency0
Retrofitting Contextualized Word Embeddings with Paraphrases0
Recognition of Handwritten Digit using Convolutional Neural Network in Python with Tensorflow and Comparison of Performance for Various Hidden Layers0
Pretrained Language Models for Sequential Sentence ClassificationCode0
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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