Supervised Learning

RT-DETRv3: Real-Time End-to-End Object Detection with Hierarchical Dense Positive Supervision WACV 2025 Section-Level Simplification of Biomedical Abstracts EMNLP 2025 Self-State Evidence Extraction and Well-Being Prediction from Social Media Timelines NAACL 2025 SiTa - Sinhala and Tamil Speaker Diarization Dataset in the Wild COLING 2025 Sketching in High-Dimensional Regression With Big Data Using Gaussian Scale Mixture Priors JMLR 2025 Span Labeling with Large Language Models: Shell vs. Meat ACL 2025 SSN_IT_NLP@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media NAACL 2025 SSNTrio@DravidianLangTech2025: LLM Based Techniques for Detection of Abusive Text Targeting Women NAACL 2025 Statistical and Neural Methods for Hawaiian Orthography Modernization EMNLP 2025 Stop Jostling: Adaptive Negative Sampling Reduces the Marginalization of Low-Resource Language Tokens by Cross-Entropy Loss COLING 2025 Supervised Exploratory Learning for Long-Tailed Visual Recognition ICCV 2025 Supervised Machine Learning based Amharic Text Complexity Classification Using Automatic Annotator Tool ACL 2025 TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data NAACL 2025 Team INSAntive at SemEval-2025 Task 10: Hierarchical Text Classification using BERT SemEval 2025 TeamVision@DravidianLangTech 2025: Detecting AI generated product reviews in Dravidian Languages NAACL 2025 TensorTalk@DravidianLangTech 2025: Sentiment Analysis in Tamil and Tulu using Logistic Regression and SVM NAACL 2025 Things Machine Learning Models Know That They Don’t Know AAAI 2025 Think Wider, Detect Sharper: Reinforced Reference Coverage for Document-Level Self-Contradiction Detection EMNLP 2025 TurQUaz at GenAI Detection Task 1:Dr. Perplexity or: How I Learned to Stop Worrying and Love the Finetuning COLING 2025 UltraIF: Advancing Instruction Following from the Wild EMNLP 2025 UMB@PerAnsSumm 2025: Enhancing Perspective-Aware Summarization with Prompt Optimization and Supervised Fine-Tuning NAACL 2025 Understanding Unique Behavioral Patterns through Multimodal Analysis of Eye-Hand Coordination in Autistic Children (Student Abstract) AAAI 2025 UnitCoder: Scalable Code Synthesis from Pre-training Corpora EMNLP 2025 VMWE identification with models trained on GUD (a UDv.2 treebank of Standard Modern Greek) NAACL 2025 When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models EMNLP 2025