SOTAVerified

Sentence Classification

Papers

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Showing 201–250 of 303 papers

TitleStatusHype
Improving Word Embeddings Using Kernel PCA—0
Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings—0
Integrated Eojeol Embedding for Erroneous Sentence Classification in Korean Chatbots—0
Interpretable Network Structure for Modeling Contextual Dependency—0
Iterative Data Programming for Expanding Text Classification Corpora—0
Joint Sentence-Document Model for Manifesto Text Analysis—0
kLogNLP: Graph Kernel--based Relational Learning of Natural Language—0
LABDA at SemEval-2017 Task 10: Relation Classification between keyphrases via Convolutional Neural Network—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
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
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
Making Small Language Models Better Few-Shot Learners—0
Metaphorical Paraphrase Generation: Feeding Metaphorical Language Models with Literal Texts—0
MDG: Metaphorical Sentence Detection and Generation with Masked Metaphor Modeling—0
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification—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
EANN: Event Adversarial Neural Networks for Multi-Modal Fake News DetectionCode0
Rediscovering Hashed Random Projections for Efficient Quantization of Contextualized Sentence EmbeddingsCode0
Structural Scaffolds for Citation Intent Classification in Scientific PublicationsCode0
Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and InsightsCode0
Bivariate Beta-LSTMCode0
A Joint Model for Definition Extraction with Syntactic Connection and Semantic ConsistencyCode0
Contextual Sentence Classification: Detecting Sustainability Initiatives in Company ReportsCode0
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence ClassificationCode0
Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans DetectionCode0
Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic DatasetsCode0
Automatic Argumentative-Zoning Using Word2vecCode0
Composing Structure-Aware Batches for Pairwise Sentence ClassificationCode0
Do latent tree learning models identify meaningful structure in sentences?Code0
ClassBases at CASE-2022 Multilingual Protest Event Detection Tasks: Multilingual Protest News Detection and Automatically Replicating Manually Created Event DatasetsCode0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization ParametersCode0
Synergy with Translation Artifacts for Training and Inference in Multilingual TasksCode0
Multimodal Word Sense Disambiguation in Creative PracticeCode0
Towards Understanding of Medical Randomized Controlled Trials by Conclusion GenerationCode0
DMix: Adaptive Distance-aware Interpolative MixupCode0
An Attention-Gated Convolutional Neural Network for Sentence ClassificationCode0
Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion MiningCode0
DigiCall: A Benchmark for Measuring the Maturity of Digital Strategy through Company Earning CallsCode0
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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