text classification

Insights into developing analytical categorization schemes: three problem types related to annotation agreement NAACL 2025 InspAIred: Cross-cultural Inspiration Detection and Analysis in Real and LLM-generated Social Media Data NAACL 2025 Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification ACL 2025 IntegrityAI at GenAI Detection Task 2: Detecting Machine-Generated Academic Essays in English and Arabic Using ELECTRA and Stylometry COLING 2025 IntelliChain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation COLING 2025 InternLM-Law: An Open-Sourced Chinese Legal Large Language Model COLING 2025 Investigating Controversy Framing across Topics on Social Media EMNLP 2025 Investigating Human Values in Online Communities NAACL 2025 Investigating Methods for Mapping Learning Objectives to Bloom’s Revised Taxonomy in Course Descriptions for Higher Education ACL 2025 IRNLP at SemEval-2025 Task 10: Multilingual Narrative Characterization and Classification SemEval 2025 Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training ACL 2025 Irony Detection in Hebrew Documents: A Novel Dataset and an Evaluation of Neural Classification Methods NAACL 2025 I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content EMNLP 2025 Is External Information Useful for Stance Detection with LLMs? ACL 2025 Is It Navajo? Accurate Language Detection for Endangered Athabaskan Languages NAACL 2025 IsiZulu noun classification based on replicating the ensemble approach for Runyankore COLING 2025 Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025 It’s about What and How you say it: A Corpus with Stance and Sentiment Annotation for COVID-19 Vaccines Posts on X/Twitter by Brazilian Political Elites NAACL 2025 JAS@DravidianLangTech 2025: Abusive Tamil Text targeting Women on Social Media NAACL 2025 JMedBench: A Benchmark for Evaluating Japanese Biomedical Large Language Models COLING 2025 Joint Modeling of Entities and Discourse Relations for Coherence Assessment EMNLP 2025 JustATalentedTeam@DravidianLangTech 2025: A Study of ML and DL approaches for Sentiment Analysis in Code-Mixed Tamil and Tulu Texts NAACL 2025 KAES: Multi-aspect Shared Knowledge Finding and Aligning for Cross-prompt Automated Scoring of Essay Traits AAAI 2025 KatFishNet: Detecting LLM-Generated Korean Text through Linguistic Feature Analysis ACL 2025 KCRL@DravidianLangTech 2025: Multi-Pooling Feature Fusion with XLM-RoBERTa for Malayalam Fake News Detection and Classification NAACL 2025