Text Classification

Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception COLING 2025 Investigating Controversy Framing across Topics on Social Media EMNLP 2025 I only read it for the plot! Maturity Ratings Affect Fanfiction Style and Community Engagement NAACL 2025 Irapuarani at SemEval-2025 Task 10: Evaluating Strategies Combining Small and Large Language Models for Multilingual Narrative Detection SemEval 2025 IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences ACL 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 LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation Disagreement ACL 2025 Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection AAAI 2025 Is Lunch Free Yet? Overcoming the Cold-Start Problem in Supervised Content Scoring using Zero-Shot LLM-Generated Training Data ACL 2025 Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator COLING 2025 ITALIC: An Italian Culture-Aware Natural Language Benchmark NAACL 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 JEBS: A Fine-grained Biomedical Lexical Simplification Task ACL 2025 JellyK at SemEval-2025 Task 11: Russian Multi-label Emotion Detection with Pre-trained BERT-based Language Models SemEval 2025 Jim at SemEval-2025 Task 5: Multilingual BERT Ensemble SemEval 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 Journalism-Guided Agentic In-context Learning for News Stance Detection EMNLP 2025 Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models ACL 2025 Judging It, Washing It: Scoring and Greenwashing Corporate Climate Disclosures using Large Language Models ACL 2025 Jump To Hyperspace: Comparing Euclidean and Hyperbolic Loss Functions for Hierarchical Multi-Label Text Classification COLING 2025