← Applications
Natural Language Processing › Applications ›

Text Classification

6754 directly classified papers

Papers per year

Papers

NAYEL@DravidianLangTech-2025: Character N-gram and Machine Learning Coordination for Fake News Detection in Dravidian Languages NAACL 2025
TSD: Towards Computational Processing of Tamil Similes - A Tamil Simile Dataset NAACL 2025
Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction EMNLP 2025
DharmaBench: Evaluating Language Models on Buddhist Texts in Sanskrit and Tibetan IJCNLP 2025
CoreFour_IIITK@DravidianLangTech 2025: Abusive Content Detection Against Women Using Machine Learning And Deep Learning Models NAACL 2025
ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses IJCNLP 2025
SSN_IT_NLP@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media NAACL 2025
STAR: Self-Automated Back-Querying for Production Data Generation IJCNLP 2025
L3i++ at GenAI Detection Task 1: Can Label-Supervised LLaMA Detect Machine-Generated Text? COLING 2025
Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency EMNLP 2025
ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment EMNLP 2025
SciHallu: A Multi-Granularity Hallucination Detection Dataset for Scientific Writing IJCNLP 2025
LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis IJCNLP 2025
The Impact of Negated Text on Hallucination with Large Language Models EMNLP 2025
MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media EMNLP 2025
TaCL-CoMoE: Task-adaptive Contrastive Learning with Cooperative Mixture of Experts for Multi-task Social Media Analysis IJCNLP 2025
Tracing L1 Interference in English Learner Writing: A Longitudinal Corpus with Error Annotations EMNLP 2025
Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering EMNLP 2025
Graders Should Cheat: Privileged Information Enables Expert-Level Automated Evaluations EMNLP 2025
Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies IJCNLP 2025
DCBU at GenAI Detection Task 1: Enhancing Machine-Generated Text Detection with Semantic and Probabilistic Features COLING 2025
Beyond the Score: Uncertainty-Calibrated LLMs for Automated Essay Assessment EMNLP 2025
Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts EMNLP 2025
Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction IJCNLP 2025
Deloitte (Drocks) at SemEval-2025 Task 3: Fine-Grained Multi-lingual Hallucination Detection Using Internal LLM Weights ACL 2025