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Sentence Classification

Papers

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Showing 1–50 of 303 papers

TitleStatusHype
A Personalized Conversational Benchmark: Towards Simulating Personalized ConversationsCode1
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence BenchmarksCode0
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks—0
Cyber-Attack Technique Classification Using Two-Stage Trained Large Language ModelsCode3
Multi-label Sequential Sentence Classification via Large Language ModelCode1
Analyzing the Evolution of Graphs and Texts—0
Logistic Regression makes small LLMs strong and explainable "tens-of-shot" classifiers—0
Constructing the CORD-19 Vaccine Dataset—0
Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context LearningCode0
MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models—0
Healing Powers of BERT: How Task-Specific Fine-Tuning Recovers Corrupted Language Models—0
Estimating the Level of Dialectness Predicts Interannotator Agreement in Multi-dialect Arabic DatasetsCode0
Software Mention Recognition with a Three-Stage Framework Based on BERTology Models at SOMD 2024—0
Multi-Granularity Guided Fusion-in-DecoderCode1
Classification and Clustering of Sentence-Level Embeddings of Scientific Articles Generated by Contrastive Learning—0
Neural Architecture Search for Sentence Classification with BERTCode0
Task-Agnostic Detector for Insertion-Based Backdoor Attacks—0
Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and InsightsCode0
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric LearningCode2
Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications—0
LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts—0
Do We Need Language-Specific Fact-Checking Models? The Case of Chinese—0
Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening—0
SECNN: Squeeze-and-Excitation Convolutional Neural Network for Sentence Classification—0
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial DomainsCode0
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification—0
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot ClassificationCode1
Robustifying Language Models with Test-Time Adaptation—0
On the Dimensionality of Sentence Embeddings—0
Detecting Sexual Content at the Sentence Level in First Millennium Latin TextsCode0
NOWJ1@ALQAC 2023: Enhancing Legal Task Performance with Classic Statistical Models and Pre-trained Language Models—0
Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks—0
Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity RecognitionCode0
Resume Information Extraction via Post-OCR Text Processing—0
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification GraphsCode0
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification—0
Attack Named Entity Recognition by Entity Boundary Interference—0
Rediscovering Hashed Random Projections for Efficient Quantization of Contextualized Sentence EmbeddingsCode0
Adapting Pre-trained Language Models for Quantum Natural Language Processing—0
ClassBases at CASE-2022 Multilingual Protest Event Detection Tasks: Multilingual Protest News Detection and Automatically Replicating Manually Created Event DatasetsCode0
Text sampling strategies for predicting missing bibliographic links—0
DISCO: Distilling Counterfactuals with Large Language ModelsCode1
DigiCall: A Benchmark for Measuring the Maturity of Digital Strategy through Company Earning CallsCode0
ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERTCode2
Extended Multilingual Protest News Detection -- Shared Task 1, CASE 2021 and 2022—0
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse stateCode0
Getting the Most out of Simile RecognitionCode0
Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language InferenceCode0
Quantum Natural Language Generation on Near-Term DevicesCode1
Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language ModelsCode1
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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