SOTAVerified

Sentence Classification

Papers

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Showing 151–200 of 303 papers

TitleStatusHype
LABDA at SemEval-2017 Task 10: Relation Classification between keyphrases via Convolutional Neural Network—0
Voice@SRIB at SemEval-2020 Tasks 9 and 12: Stacked Ensemblingmethod for Sentiment and Offensiveness detection in Social Media—0
Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification—0
Learning Semantically Coherent and Reusable Kernels in Convolution Neural Nets for Sentence Classification—0
Learning to Compose over Tree Structures via POS Tags—0
Towards Classification of Legal Pharmaceutical Text using GAN-BERT—0
Learning to Solve NLP Tasks in an Incremental Number of Languages—0
LIA at SemEval-2017 Task 4: An Ensemble of Neural Networks for Sentiment Classification—0
A Sensitivity Analysis of Attention-Gated Convolutional Neural Networks for Sentence Classification—0
Locality Preserving Sentence Encoding—0
Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers—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
LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts—0
What Does a TextCNN Learn?—0
Making Small Language Models Better Few-Shot Learners—0
Metaphorical Paraphrase Generation: Feeding Metaphorical Language Models with Literal Texts—0
Towards Lower Bounds on Number of Dimensions for Word Embeddings—0
MDG: Metaphorical Sentence Detection and Generation with Masked Metaphor Modeling—0
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification—0
Towards the Extraction of Customer-to-Customer Suggestions from Reviews—0
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification—0
Mining Supervisor Evaluation and Peer Feedback in Performance Appraisals—0
MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models—0
Modelling the Combination of Generic and Target Domain Embeddings in a Convolutional Neural Network for Sentence Classification—0
MODE-LSTM: A Parameter-efficient Recurrent Network with Multi-Scale for Sentence Classification—0
Modularized Syntactic Neural Networks for Sentence Classification—0
Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening—0
Multichannel Variable-Size Convolution for Sentence Classification—0
Multi-granularity Argument Mining in Legal Texts—0
Any-gram Kernels for Sentence Classification: A Sentiment Analysis Case Study—0
An Empirical Study of Factors Affecting Language-Independent Models—0
Multilingual Protest News Detection - Shared Task 1, CASE 2021—0
Word Substitution in Short Answer Extraction: A WordNet-based Approach—0
Multi-Perspective Semantic Information Retrieval in the Biomedical Domain—0
Multi-Task Self-Supervised Learning for Disfluency Detection—0
Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks—0
Neural Architecture Search based on Cartesian Genetic Programming Coding Method—0
TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding—0
Neural Multitask Learning for Simile Recognition—0
Neural Network Architectures for Arabic Dialect Identification—0
Transfer Learning for Sequences via Learning to Collocate—0
Transformers on Sarcasm Detection with Context—0
What you can cram into a single \$\&!\#* vector: Probing sentence embeddings for linguistic properties—0
Winners at W-NUT 2020 Shared Task-3: Leveraging Event Specific and Chunk Span information for Extracting COVID Entities from Tweets—0
NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning—0
Zewen at SemEval-2018 Task 1: An Ensemble Model for Affect Prediction in Tweets—0
NOWJ1@ALQAC 2023: Enhancing Legal Task Performance with Classic Statistical Models and Pre-trained Language Models—0
NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction—0
T\"uKaPo at SemEval-2020 Task 6: Def(n)tly Not BERT: Definition Extraction Using pre-BERT Methods in a post-BERT World—0
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization—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