Natural Language Processing

TeamHateMate at BLP Task1: Divide and Conquer: A Two-Stage Cascaded Framework with K-Fold Ensembling for Multi-Label Bangla Hate Speech Classification AACL 2025 Team Horizon at BHASHA Task 1: Multilingual IndicGEC with Transformer-based Grammatical Error Correction Models AACL 2025 Team Horizon at BHASHA Task 2: Fine-tuning Multilingual Transformers for Indic Word Grouping AACL 2025 Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification ACL 2025 teamiic@DravidianLangTech2025-NAACL 2025: Transformer-Based Multimodal Feature Fusion for Misogynistic Meme Detection in Low-Resource Dravidian Language NAACL 2025 Team IndiDataMiner at IndoNLP 2025: Hindi Back Transliteration - Roman to Devanagari using LLaMa COLING 2025 Team INSALyon2 at SemEval-2025 Task 10: A Zero-shot Agentic Approach to Text Classification SemEval 2025 Team INSAntive at SemEval-2025 Task 10: Hierarchical Text Classification using BERT SemEval 2025 Team INSAntive at SlavicNLP-2025 Shared Task: Data Augmentation and Enhancement via Explanations for Persuasion Technique Classification ACL 2025 Team ISM at CLPsych 2025: Capturing Mental Health Dynamics from Social Media Timelines using A Pretrained Large Language Model with In-Context Learning NAACL 2025 Team KiAmSo at SemEval-2025 Task 11: A Comparison of Classification Models for Multi-label Emotion Detection SemEval 2025 Team ML_Forge@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages NAACL 2025 Team QUST at SemEval-2025 Task 10: Evaluating Large Language Models in Multiclass Multi-label Classification of News Entity Framing SemEval 2025 Team-Risers@DravidianLangTech 2025: AI-Generated Product Review Detection in Dravidian Languages Using Transformer-Based Embeddings NAACL 2025 TEAM_STRIKERS@DravidianLangTech2025: Misogyny Meme Detection in Tamil Using Multimodal Deep Learning NAACL 2025 Team-SVNIT at JUST-NLP 2025: Domain-Adaptive Fine-Tuning of Multilingual Models for English–Hindi Legal Machine Translation AACL 2025 Team UBD at SemEval-2025 Task 11: Balancing Class and Task Importance for Emotion Detection SemEval 2025 Team Unibuc - NLP at GenAI Detection Task 1: Qwen it detect machine-generated text? COLING 2025 Team Unibuc - NLP at SemEval-2025 Task 11: Few-shot text-based emotion detection SemEval 2025 TeamVision@DravidianLangTech 2025: Detecting AI generated product reviews in Dravidian Languages NAACL 2025 Team XSZ at BioLaySumm2025: Section-Wise Summarization, Retrieval-Augmented LLM, and Reinforcement Learning Fine-Tuning for Lay Summaries ACL 2025 TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement NAACL 2025 TeaserGen: Generating Teasers for Long Documentaries ICLR 2025 TechExperts(IPN) at GenAI Detection Task 1: Detecting AI-Generated Text in English and Multilingual Contexts COLING 2025 TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text ACL 2025