Text Classification

On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures ICML 2025 OpenReviewer: A Specialized Large Language Model for Generating Critical Scientific Paper Reviews NAACL 2025 OpenTuringBench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution EMNLP 2025 Open-World Authorship Attribution ACL 2025 OPI-DRO-HEL at at SemEval-2025 Task 11: Few-shot prompting for Text-based Emotion Recognition SemEval 2025 OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification COLING 2025 “Otherwise” in Context: Exploring Discourse Functions with Language Models EMNLP 2025 Out of Length Text Recognition with Sub-String Matching AAAI 2025 Overview of BLP-2025 Task 1: Bangla Hate Speech Identification AACL 2025 Overview of MM-ArgFallacy2025 on Multimodal Argumentative Fallacy Detection and Classification in Political Debates ACL 2025 Overview of the CLPsych 2025 Shared Task: Capturing Mental Health Dynamics from Social Media Timelines NAACL 2025 Overview of the Shared Task on Detecting AI Generated Product Reviews in Dravidian Languages: DravidianLangTech@NAACL 2025 NAACL 2025 Overview of the Shared Task on Fake News Detection in Dravidian Languages-DravidianLangTech@NAACL 2025 NAACL 2025 Overview of the Shared Task on Multimodal Hate Speech Detection in Dravidian languages: DravidianLangTech@NAACL 2025 NAACL 2025 Overview of TRACS: the Telescope Reference and Astronomy Categorization Dataset & Shared Task AACL 2025 Overview on Political Multiclass Sentiment Analysis of Tamil X (Twitter) Comments: DravidianLangTech@NAACL 2025 NAACL 2025 PADO: Personality-induced multi-Agents for Detecting OCEAN in human-generated texts COLING 2025 Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation COLING 2025 PAI at SemEval-2025 Task 11: A Large Language Model Ensemble Strategy for Text-Based Emotion Detection SemEval 2025 PaLD: Detection of Text Partially Written by Large Language Models ICLR 2025 PANDA - Paired Anti-hate Narratives Dataset from Asia: Using an LLM-as-a-Judge to Create the First Chinese Counterspeech Dataset COLING 2025 Pangram at GenAI Detection Task 3: An Active Learning Approach to Machine-Generated Text Detection COLING 2025 PapersPlease: A Benchmark for Evaluating Motivational Values of Large Language Models Based on ERG Theory ACL 2025 Paragraph-level Error Correction and Explanation Generation: Case Study for Estonian ACL 2025 PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis SemEval 2025