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Sentence Classification

Papers

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Showing 251–300 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
Learning Semantically Coherent and Reusable Kernels in Convolution Neural Nets for Sentence Classification—0
Neural Tree Indexers for Text UnderstandingCode0
Neural Semantic EncodersCode0
Active Discriminative Text Representation LearningCode0
pkudblab at SemEval-2016 Task 6 : A Specific Convolutional Neural Network System for Effective Stance Detection—0
SENSEI-LIF at SemEval-2016 Task 4: Polarity embedding fusion for robust sentiment analysis—0
UFAL at SemEval-2016 Task 5: Recurrent Neural Networks for Sentence Classification—0
Dependency Based Embeddings for Sentence Classification Tasks—0
Multichannel Variable-Size Convolution for Sentence Classification—0
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification—0
Word Substitution in Short Answer Extraction: A WordNet-based Approach—0
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence ClassificationCode0
Effectively Crowdsourcing Radiology Report Annotations—0
Towards the Extraction of Customer-to-Customer Suggestions from Reviews—0
Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model—0
On the Discoursive Structure of Computer Graphics Research Papers—0
UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification—0
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature—0
Handling Plurality in Bengali Noun Phrases—0
Convolutional Neural Networks for Sentence ClassificationCode1
An automated method to build a corpus of rhetorically-classified sentences in biomedical texts—0
kLogNLP: Graph Kernel--based Relational Learning of Natural Language—0
Grammar-Based Lexicon Extension for Aligning German Radiology Text and Images—0
Feature Stacking for Sentence Classification in Evidence-Based Medicine—0
Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task.—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