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text classification

6776 papers

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Also known as

XMC ATC BIOBERT STC TC ELMO

Co-occurring keywords

large language model (12755) sentiment analysis (2079) transformer model (1988) transfer learning (5442) natural language processing (2027) named entity recognition (2801) hate speech detection (716) social media analysis (699) data augmentation (3037) language model (4573)

Papers

NAYEL@DravidianLangTech-2025: Character N-gram and Machine Learning Coordination for Fake News Detection in Dravidian Languages NAACL 2025
On Evaluation Protocols for Data Augmentation in a Limited Data Scenario COLING 2025
TartuNLP at SemEval-2025 Task 5: Subject Tagging as Two-Stage Information Retrieval ACL 2025
Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context Learning NAACL 2025
LLMs vs Established Text Augmentation Techniques for Classification: When do the Benefits Outweight the Costs? NAACL 2025
AI-Monitors at GenAI Detection Task 1: Fast and Scalable Machine Generated Text Detection COLING 2025
InnovateX@DravidianLangTech 2025: Detecting AI-Generated Product Reviews in Dravidian Languages NAACL 2025
BlueRay@DravidianLangTech-2025: Fake News Detection in Dravidian Languages NAACL 2025
LexiLogic@DravidianLangTech 2025: Detecting Misogynistic Memes and Abusive Tamil and Malayalam Text Targeting Women on Social Media NAACL 2025
AnalysisArchitects@DravidianLangTech 2025: BERT Based Approach For Detecting AI Generated Product Reviews In Dravidian Languages NAACL 2025
Why Novels (Don’t) Break Through: Dynamics of Canonicity in the Danish Modern Breakthrough (1870-1900) NAACL 2025
PsyTEx: A Knowledge-Guided Approach to Refining Text for Psychological Analysis NAACL 2025
Can LLMs Be Efficient Predictors of Conversational Derailment? EMNLP 2025
Efficient Layer-wise LLM Fine-tuning for Revision Intention Prediction EMNLP 2025
Context Minimization for Resource-Constrained Text Classification: Optimizing Performance-Efficiency Trade-offs through Linguistic Features EMNLP 2025
AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text EMNLP 2025
To Generate or Discriminate? Methodological Considerations for Measuring Cultural Alignment in LLMs AACL 2025
SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes EMNLP 2025
CLL-RetICL: Contrastive Linguistic Label Retrieval-based In-Context Learning for Text Classification via Large Language Models AACL 2025
Argumentative Analysis of Legal Rulings: A Structured Framework Using Bobbitt’s Typology ACL 2025
Multi-Class versus Means-End: Assessing Classification Approaches for Argument Patterns ACL 2025
silp_nlp at SemEval-2025 Task 5: Subject Recommendation With Sentence Transformer ACL 2025
Decoding Actionability: A Computational Analysis of Teacher Observation Feedback ACL 2025
LexiLogic at BEA 2025 Shared Task: Fine-tuning Transformer Language Models for the Pedagogical Skill Evaluation of LLM-based tutors ACL 2025
IALab UC at BEA 2025 Shared Task: LLM-Powered Expert Pedagogical Feature Extraction ACL 2025