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Sentence Classification

Papers

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Showing 101–150 of 303 papers

TitleStatusHype
Empirical Evaluation of RNN Architectures on Sentence Classification Task—0
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension—0
Modularized Syntactic Neural Networks for Sentence Classification—0
Adapting Pre-trained Language Models for Quantum Natural Language Processing—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
DeftPunk at SemEval-2020 Task 6: Using RNN-ensemble for the Sentence Classification.—0
Experiments with Clustering-based Features for Sentence Classification in Medical Publications: Macquarie Test's participation in the ALTA 2012 shared task.—0
Classifying Semantic Clause Types: Modeling Context and Genre Characteristics with Recurrent Neural Networks and Attention—0
A Simple and Effective Model for Multi-Hop Question Generation—0
Deep Learning on Graphs for Natural Language Processing—0
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 2022—0
Deep Learning Models For Multiword Expression Identification—0
An automated method to build a corpus of rhetorically-classified sentences in biomedical texts—0
Feature Stacking for Sentence Classification in Evidence-Based Medicine—0
Figure Descriptive Text Extraction using Ontological Representation—0
L'optimisation du plongement de mots pour le fran : une application de la classification des phrases (Optimization of Word Embeddings for French : an Application of Sentence Classification)—0
kLogNLP: Graph Kernel--based Relational Learning of Natural Language—0
Composing Structure-Aware Batches for Pairwise Sentence Classification—0
A Metric Learning Approach to Misogyny Categorization—0
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction—0
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification—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
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events—0
Locality Preserving Sentence Encoding—0
LIA at SemEval-2017 Task 4: An Ensemble of Neural Networks for Sentiment Classification—0
Integrated Eojeol Embedding for Erroneous Sentence Classification in Korean Chatbots—0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines—0
Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers—0
LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts—0
Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings—0
Improving Word Embeddings Using Kernel PCA—0
Improving Sentence Classification by Multilingual Data Augmentation and Consensus Learning—0
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data—0
Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model—0
Improving Robustness of Task Oriented Dialog Systems—0
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding—0
Improving Document-Level Sentiment Classification Using Importance of Sentences—0
Coordination Generation via Synchronized Text-Infilling—0
Attention for Implicit Discourse Relation Recognition—0
Interpretable Network Structure for Modeling Contextual Dependency—0
Learning to Solve NLP Tasks in an Incremental Number of Languages—0
Iterative Data Programming for Expanding Text Classification Corpora—0
Analyzing the Evolution of Graphs and Texts—0
Joint Sentence-Document Model for Manifesto Text Analysis—0
Improve Chit-Chat and QA Sentence Classification in User Messages of Dialogue System using Dialogue Act Embedding—0
Attack Named Entity Recognition by Entity Boundary Interference—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