Text Classification

BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models SemEval 2025 Blind Men and the Elephant: Diverse Perspectives on Gender Stereotypes in Benchmark Datasets EMNLP 2025 BlueRay@DravidianLangTech-2025: Fake News Detection in Dravidian Languages NAACL 2025 BOIGENRE: A Large-Scale Bangla Dataset for Genre Classification from Book Summaries AACL 2025 Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning AAAI 2025 Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization ICLR 2025 Bridging Laughter Across Languages: Generation of Hindi-English Code-mixed Puns COLING 2025 Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs EMNLP 2025 Bridging the LLM Accessibility Divide? Performance, Fairness, and Cost of Closed versus Open LLMs for Automated Essay Scoring ACL 2025 Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach CoNLL 2025 Building a Long Text Privacy Policy Corpus with Multi-Class Labels ACL 2025 BullyBench: Youth & Experts-in-the-loop Framework for Intrinsic and Extrinsic Cyberbullying NLP Benchmarking EMNLP 2025 byteSizedLLM@DravidianLangTech 2025: Detecting AI-Generated Product Reviews in Dravidian Languages Using XLM-RoBERTa and Attention-BiLSTM NAACL 2025 byteSizedLLM@DravidianLangTech 2025: Fake News Detection in Dravidian Languages Using Transliteration-Aware XLM-RoBERTa and Attention-BiLSTM NAACL 2025 byteSizedLLM@DravidianLangTech 2025: Fake News Detection in Dravidian Languages Using Transliteration-Aware XLM-RoBERTa and Transformer Encoder-Decoder NAACL 2025 byteSizedLLM@DravidianLangTech 2025: Multimodal Hate Speech Detection in Malayalam Using Attention-Driven BiLSTM, Malayalam-Topic-BERT, and Fine-Tuned Wav2Vec 2.0 NAACL 2025 byteSizedLLM@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification Using Customized Attention BiLSTM and XLM-RoBERTa Base Embeddings COLING 2025 byteSizedLLM@NLU of Devanagari Script Languages 2025: Language Identification Using Customized Attention BiLSTM and XLM-RoBERTa base Embeddings COLING 2025 Calibrating Pseudo-Labeling with Class Distribution for Semi-supervised Text Classification EMNLP 2025 Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025 Can GPTZero’s AI Vocabulary Distinguish Between LLM-Generated and Student-Written Essays? ACL 2025 Can I Introduce My Boyfriend to My Grandmother? Evaluating Large Language Models Capabilities on Iranian Social Norm Classification NAACL 2025 Can Language Models Serve as Analogy Annotators? ACL 2025 Can Large Language Models Address Open-Target Stance Detection? ACL 2025 Can Large Language Models Be Good Language Teachers? EMNLP 2025