Text Classification

From KMMLU-Redux to Pro: A Professional Korean Benchmark Suite for LLM Evaluation EMNLP 2025 From Punchlines to Predictions: A Metric to Assess LLM Performance in Identifying Humor in Stand-Up Comedy NAACL 2025 From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning ACL 2025 From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning IJCNLP 2025 From Tools to Teammates: Evaluating LLMs in Multi-Session Coding Interactions ACL 2025 “From Unseen Needs to Classroom Solutions”: Exploring AI Literacy Challenges & Opportunities with Project-Based Learning Toolkit in K-12 Education AAAI 2025 GameTox: A Comprehensive Dataset and Analysis for Enhanced Toxicity Detection in Online Gaming Communities NAACL 2025 GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification COLING 2025 GateNLP at SemEval-2025 Task 10: Hierarchical Three-Step Prompting for Multilingual Narrative Classification SemEval 2025 GAttention: Gated Attention for the Detection of Abusive Language EMNLP 2025 GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human COLING 2025 GenAI Content Detection Task 2: AI vs. Human – Academic Essay Authenticity Challenge COLING 2025 GenAI Content Detection Task 3: Cross-Domain Machine Generated Text Detection Challenge COLING 2025 Gender Representation Bias Analysis in LLM-Generated Czech and Slovenian Texts ACL 2025 Gender Swapping as a Data Augmentation Technique: Developing Gender-Balanced Datasets for Ukrainian Language Processing ACL 2025 Generalizable Cross-Lingual Cognitive Distortion Detection with Standardized Annotations and Multi-Task Learning ACL 2025 Generative Data Augmentation for Improving Semantic Classification AACL 2025 Generative or Discriminative? Revisiting Text Classification in the Era of Transformers EMNLP 2025 GermDetect: Verb Placement Error Detection Datasets for Learners of Germanic Languages ACL 2025 Girma@DravidianLangTech 2025: Detecting AI Generated Product Reviews NAACL 2025 GL-CLiC: Global-Local Coherence and Lexical Complexity for Sentence-Level AI-Generated Text Detection IJCNLP 2025 Glimpse: Enabling White-Box Methods to Use Proprietary Models for Zero-Shot LLM-Generated Text Detection ICLR 2025 GLiNER2: Schema-Driven Multi-Task Learning for Structured Information Extraction EMNLP 2025 GMU-MU at the Financial Misinformation Detection Challenge Task: Exploring LLMs for Financial Claim Verification COLING 2025 Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models EMNLP 2025