Text Classification

Improving Hate Speech Classification with Cross-Taxonomy Dataset Integration NAACL 2025 Improving In-context Learning Example Retrieval for Classroom Discussion Assessment with Re-ranking and Label Ratio Regulation ACL 2025 Improving Informally Romanized Language Identification EMNLP 2025 Improving Large Language Model Confidence Estimates using Extractive Rationales for Classification ACL 2025 Improving LLM-as-a-Judge Inference with the Judgment Distribution EMNLP 2025 Improving Proficiency and Grammar Accuracy for Chinese Language Learners with Large Language Models IJCNLP 2025 Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective EMNLP 2025 Improving Sentiment Analysis for Ukrainian Social Media Code-Switching Data ACL 2025 Incepto@DravidianLangTech 2025: Detecting Abusive Tamil and Malayalam Text Targeting Women on YouTube NAACL 2025 Increasing the Generalizability of Similarity-Based Essay Scoring Through Cross-Prompt Training ACL 2025 IndiGEC: Multilingual Grammar Error Correction for Low-Resource Indian Languages EMNLP 2025 Inducing lexicons of in-group language with socio-temporal context ACL 2025 Inference-Time Selective Debiasing to Enhance Fairness in Text Classification Models NAACL 2025 Information-Theoretic Generative Clustering of Documents AAAI 2025 InnovateX@DravidianLangTech 2025: Detecting AI-Generated Product Reviews in Dravidian Languages NAACL 2025 Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification ACL 2025 Integrating Argumentation Features for Enhanced Propaganda Detection in Arabic Narratives on the Israeli War on Gaza COLING 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 Intent Matters: Enhancing AI Tutoring with Fine-Grained Pedagogical Intent Annotation ACL 2025 InterIDEAS: Philosophical Intertextuality via LLMs EMNLP 2025 InternLM-Law: An Open-Sourced Chinese Legal Large Language Model COLING 2025 Interpretable Models for Detecting Linguistic Variation in Russian Media: Towards Unveiling Propagandistic Strategies during the Russo-Ukrainian War NAACL 2025 Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings ACL 2025 IntrEx: A Dataset for Modeling Engagement in Educational Conversations EMNLP 2025