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Sentence Classification

Papers

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Showing 251–275 of 303 papers

TitleStatusHype
Do latent tree learning models identify meaningful structure in sentences?Code0
Stacked Sentence-Document Classifier Approach for Improving Native Language Identification—0
Using Context Information for Dialog Act Classification in DNN Framework—0
Identifying Where to Focus in Reading Comprehension for Neural Question Generation—0
Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention—0
LIA at SemEval-2017 Task 4: An Ensemble of Neural Networks for Sentiment Classification—0
LABDA at SemEval-2017 Task 10: Relation Classification between keyphrases via Convolutional Neural Network—0
EICA at SemEval-2017 Task 4: A Simple Convolutional Neural Network for Topic-based Sentiment Classification—0
Deep Learning Models For Multiword Expression Identification—0
A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification—0
Automatic Argumentative-Zoning Using Word2vecCode0
Coarse Semantic Classification of Rare Nouns Using Cross-Lingual Data and Recurrent Neural Networks—0
Neural Networks for Joint Sentence Classification in Medical Paper AbstractsCode0
ASM Kernel: Graph Kernel using Approximate Subgraph Matching for Relation Extraction—0
Borrow a Little from your Rich Cousin: Using Embeddings and Polarities of English Words for Multilingual Sentiment Classification—0
A Hierarchical Neural Network for Information Extraction of Product Attribute and Condition Sentences—0
Convolutional Neural Network Language ModelsCode0
Word Embeddings and Their Use In Sentence Classification Tasks—0
Empirical Evaluation of RNN Architectures on Sentence Classification Task—0
Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship AttributionCode0
Modelling the Combination of Generic and Target Domain Embeddings in a Convolutional Neural Network for Sentence Classification—0
A Study of Suggestions in Opinionated Texts and their Automatic Detection—0
An Efficient Cross-lingual Model for Sentence Classification Using Convolutional Neural Network—0
Suggestion Mining from Opinionated Text—0
Scalable Semi-Supervised Query Classification Using Matrix Sketching—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