Deep Learning

Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents NAACL 2025 Imbalance in Balance: Online Concept Balancing in Generation Models ICCV 2025 Improving Accuracy of Low-resource ASR using Rule-Based Character Constituency Loss (RBCCL) COLING 2025 Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design ICCV 2025 Iterative Sparse Attention for Long-sequence Recommendation AAAI 2025 JEBS: A Fine-grained Biomedical Lexical Simplification Task ACL 2025 JSON Whisperer: Efficient JSON Editing with LLMs EMNLP 2025 JustATalentedTeam@DravidianLangTech 2025: A Study of ML and DL approaches for Sentiment Analysis in Code-Mixed Tamil and Tulu Texts NAACL 2025 KCRL@DravidianLangTech 2025: Multi-View Feature Fusion with XLM-R for Tamil Political Sentiment Analysis NAACL 2025 K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean ACL 2025 KEC_TECH_TITANS@DravidianLangTech 2025:Sentiment Analysis for Low-Resource Languages: Insights from Tamil and Tulu using Deep Learning and Machine Learning Models NAACL 2025 LAILab at ArchEHR-QA 2025: Test-time scaling for evidence selection in grounded question answering from electronic health records ACL 2025 Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey NAACL 2025 Last-iterate Convergence of Shuffling Momentum Gradient Method under the Kurdyka-Lojasiewicz Inequality JMLR 2025 Learn and Unlearn: Addressing Misinformation in Multilingual LLMs EMNLP 2025 Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes IJCAI 2025 LLM-Generated Passphrases That Are Secure and Easy to Remember NAACL 2025 LLMs for Translation: Historical, Low-Resourced Languages and Contemporary AI Models NAACL 2025 LLM-TPF: Multiscale Temporal Periodicity-Semantic Fusion LLMs for Time Series Forecasting IJCAI 2025 LookAlike: Consistent Distractor Generation in Math MCQs ACL 2025 Lost in the Distance: Large Language Models Struggle to Capture Long-Distance Relational Knowledge NAACL 2025 Low-resource Buryat-Russian neural machine translation ACL 2025 M3amba: Memory Mamba is All You Need for Whole Slide Image Classification CVPR 2025 Mamba-Reg: Vision Mamba Also Needs Registers CVPR 2025 MExD: An Expert-Infused Diffusion Model for Whole-Slide Image Classification CVPR 2025