Text Classification

Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing AAAI 2024 Lidoma@DravidianLangTech 2024: Identifying Hate Speech in Telugu Code-Mixed: A BERT Multilingual EACL 2024 Lidoma@LT-EDI 2024:Tamil Hate Speech Detection in Migration Discourse EACL 2024 LifeTox: Unveiling Implicit Toxicity in Life Advice NAACL 2024 Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification EACL 2024 Linguistic markers of schizophrenia: a case study of Robert Walser EACL 2024 LLaMA-2-Econ: Enhancing Title Generation, Abstract Classification, and Academic Q&A in Economic Research COLING 2024 Llama meets EU: Investigating the European political spectrum through the lens of LLMs NAACL 2024 LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected? NAACL 2024 LLM-Based Robust Product Classification in Commerce and Compliance EMNLP 2024 LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection COLING 2024 LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection EMNLP 2024 LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance Detection NAACL 2024 LLMEdgeRefine: Enhancing Text Clustering with LLM-Based Boundary Point Refinement EMNLP 2024 LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024 LLM-GEm: Large Language Model-Guided Prediction of People’s Empathy Levels towards Newspaper Article EACL 2024 LLM Questionnaire Completion for Automatic Psychiatric Assessment EMNLP 2024 LLMs as Narcissistic Evaluators: When Ego Inflates Evaluation Scores ACL 2024 LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study EMNLP 2024 LLMs in Short Answer Scoring: Limitations and Promise of Zero-Shot and Few-Shot Approaches NAACL 2024 LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction ACL 2024 LM-Combiner: A Contextual Rewriting Model for Chinese Grammatical Error Correction COLING 2024 LMEME at SemEval-2024 Task 4: Teacher Student Fusion - Integrating CLIP with LLMs for Enhanced Persuasion Detection SemEval 2024 LocalTweets to LocalHealth: A Mental Health Surveillance Framework Based on Twitter Data COLING 2024 Logging Keystrokes in Writing by English Learners COLING 2024