Supervised Learning

Generalized Convergence Analysis of Tsetlin Automaton Based Algorithms: A Probabilistic Approach to Concept Learning AAAI 2025 GeoILP: A Synthetic Dataset to Guide Large-Scale Rule Induction ICLR 2025 GermDetect: Verb Placement Error Detection Datasets for Learners of Germanic Languages ACL 2025 GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation NAACL 2025 Grape at GenAI Detection Task 1: Leveraging Compact Models and Linguistic Features for Robust Machine-Generated Text Detection COLING 2025 Harmonizing Annotation of Turkic Postverbial Constructions: A Comparative Study of UD Treebanks COLING 2025 HELVIPAD: A Real-World Dataset for Omnidirectional Stereo Depth Estimation CVPR 2025 How Your Location Relates to Health: Variable Importance and Interpretable Machine Learning for Environmental and Sociodemographic Data AAAI 2025 IITR-CIOL@NLU of Devanagari Script Languages 2025: Multilingual Hate Speech Detection and Target Identification in Devanagari-Scripted Languages COLING 2025 Improving Accuracy of Low-resource ASR using Rule-Based Character Constituency Loss (RBCCL) COLING 2025 Improving Reward Models with Synthetic Critiques NAACL 2025 Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs EMNLP 2025 InnovateX@DravidianLangTech 2025: Detecting AI-Generated Product Reviews in Dravidian Languages NAACL 2025 Insights into developing analytical categorization schemes: three problem types related to annotation agreement NAACL 2025 Inter2Former: Dynamic Hybrid Attention for Efficient High-Precision Interactive Segmentation ICCV 2025 Joint Asymmetric Loss for Learning with Noisy Labels ICCV 2025 KARRIEREWEGE: A large scale Career Path Prediction Dataset COLING 2025 KEC_AI_VSS_run2@DravidianLangTech 2025: Abusive Tamil and Malayalam Text targeting Women on Social Media NAACL 2025 KEC-Elite-Analysts@DravidianLangTech 2025: Deciphering Emotions in Tamil-English and Code-Mixed Social Media Tweets NAACL 2025 Knockoffs Inference for Partially Linear Models with Automatic Structure Discovery AAAI 2025 Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems COLING 2025 Learn2Synth: Learning Optimal Data Synthesis Using Hypergradients for Brain Image Segmentation ICCV 2025 Leveraging Large Language Models in Detecting Anti-LGBTQIA+ User-generated Texts NAACL 2025 Leveraging What’s Overfixed: Post-Correction via LLM Grammatical Error Overcorrection EMNLP 2025 LexiLogic@DravidianLangTech 2025: Detecting Fake News in Malayalam and AI-Generated Product Reviews in Tamil and Malayalam NAACL 2025