Text Classification

Using LLMs and Preference Optimization for Agreement-Aware HateWiC Classification ACL 2025 Using LLMs to Advance Idiom Corpus Construction NAACL 2025 Using LLMs to Aid Annotation and Collection of Clinically-Enriched Data in Bipolar Disorder and Schizophrenia NAACL 2025 Using Multimodal Models for Informative Classification of Ambiguous Tweets in Crisis Response NAACL 2025 Using Review Combination and Pseudo-Tokens for Aspect Sentiment Quad Prediction NAACL 2025 Ustnlp16 at SemEval-2025 Task 9: Improving Model Performance through Imbalance Handling and Focal Loss SemEval 2025 UZH at SemEval-2025 Task 3: Token-Level Self-Consistency for Hallucination Detection SemEval 2025 Validate Your Authority: Benchmarking LLMs on Multi-Label Precedent Treatment Classification EMNLP 2025 Variety delights (sometimes) - Annotation differences in morphologically annotated corpora ACL 2025 Velora at BLP-2025 Task 1: Multi-Method Evaluation for Hate Speech Classification in Bangla Text AACL 2025 VerbaNexAI at SemEval-2025 Task 11 Track A: A RoBERTa-Based Approach for the Classification of Emotions in Text SemEval 2025 ViClaim: A Multilingual Multilabel Dataset for Automatic Claim Detection in Videos EMNLP 2025 Visibility as Survival: Generalizing NLP for Native Alaskan Language Identification ACL 2025 VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues ACL 2025 Vulnerability of LLMs to Vertically Aligned Text Manipulations ACL 2025 WangchanThaiInstruct: An instruction-following Dataset for Culture-Aware, Multitask, and Multi-domain Evaluation in Thai EMNLP 2025 wangkongqiang at SemEval-2025 Task 11:Bridging the Gap in Text-Based Emotion Detection SemEval 2025 WC Team at SemEval-2025 Task 6: PromiseEval: Multinational, Multilingual, Multi-Industry Promise Verification leveraging monolingual and multilingual BERT models SemEval 2025 Weak Ensemble Learning from Multiple Annotators for Subjective Text Classification EMNLP 2025 Web(er) of Hate: A Survey on How Hate Speech Is Typed ACL 2025 We Need to Measure Data Diversity in NLP — Better and Broader EMNLP 2025 WETBench: A Benchmark for Detecting Task-Specific Machine-Generated Text on Wikipedia ACL 2025 What Did I Do Wrong? Quantifying LLMs’ Sensitivity and Consistency to Prompt Engineering NAACL 2025 “What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor ACL 2025 What is Behind Homelessness Bias? Using LLMs and NLP to Mitigate Homelessness by Acting on Social Stigma IJCAI 2025