SOTAVerified

Sentence Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 303 papers

TitleStatusHype
On the Confidence of Neural Network Predictions for some NLP Tasks—0
On the Dimensionality of Sentence Embeddings—0
On the Discoursive Structure of Computer Graphics Research Papers—0
UC3M-NII Team at SemEval-2018 Task 7: Semantic Relation Classification in Scientific Papers via Convolutional Neural Network—0
Pay-Per-Request Deployment of Neural Network Models Using Serverless Architectures—0
UFAL at SemEval-2016 Task 5: Recurrent Neural Networks for Sentence Classification—0
Phrase-level Self-Attention Networks for Universal Sentence Encoding—0
pkudblab at SemEval-2016 Task 6 : A Specific Convolutional Neural Network System for Effective Stance Detection—0
Adapting Pre-trained Language Models for Quantum Natural Language Processing—0
A Comparative Study of Neural Network Models for Sentence Classification—0
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports—0
UJNLP at SemEval-2020 Task 12: Detecting Offensive Language Using Bidirectional Transformers—0
An Empirical Study of Factors Affecting Language-Independent Models—0
An Efficient Cross-lingual Model for Sentence Classification Using Convolutional Neural Network—0
ACNLP at SemEval-2020 Task 6: A Supervised Approach for Definition Extraction—0
An automated method to build a corpus of rhetorically-classified sentences in biomedical texts—0
Quantum-inspired Complex Word Embedding—0
Analyzing the Evolution of Graphs and Texts—0
Word Embeddings and Their Use In Sentence Classification Tasks—0
Unified Humor Detection Based on Sentence-pair Augmentation and Transfer Learning—0
Recognition of Handwritten Digit using Convolutional Neural Network in Python with Tensorflow and Comparison of Performance for Various Hidden Layers—0
Reconstruction Attack on Instance Encoding for Language Understanding—0
UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification—0
Resume Information Extraction via Post-OCR Text Processing—0
Retrofitting Contextualized Word Embeddings with Paraphrases—0
A Metric Learning Approach to Misogyny Categorization—0
Robustifying Language Models with Test-Time Adaptation—0
Scalable Semi-Supervised Query Classification Using Matrix Sketching—0
Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models—0
SECNN: Squeeze-and-Excitation Convolutional Neural Network for Sentence Classification—0
Sectioning of Biomedical Abstracts: A Sequence of Sequence Classification Task—0
SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus—0
Meta-Embedding as Auxiliary Task Regularization—0
SENSEI-LIF at SemEval-2016 Task 4: Polarity embedding fusion for robust sentiment analysis—0
A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification—0
Sentence Classification for Investment Rules Detection—0
Sentence Classification with Imbalanced Data for Health Applications—0
Sentence Encoding with Tree-constrained Relation Networks—0
Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model—0
Sentence transition matrix: An efficient approach that preserves sentence semantics—0
SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model—0
A Hierarchical Neural Network for Information Extraction of Product Attribute and Condition Sentences—0
CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities—0
Coarse Semantic Classification of Rare Nouns Using Cross-Lingual Data and Recurrent Neural Networks—0
Communicative-Function-Based Sentence Classification for Construction of an Academic Formulaic Expression Database—0
Composing Structure-Aware Batches for Pairwise Sentence Classification—0
Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts—0
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks—0
Constructing the CORD-19 Vaccine Dataset—0
Construction of English Resume Corpus and Test with Pre-trained Language Models—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