Large Language Models

Divide and Conquer: Exploring Language-centric Tree Reasoning for Video Question-Answering ICML 2025 Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning ICML 2025 Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025 Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ACL 2025 Divide-Verify-Refine: Can LLMs Self-align with Complex Instructions? ACL 2025 DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models EMNLP 2025 DIWALI - Diversity and Inclusivity aWare cuLture specific Items for India: Dataset and Assessment of LLMs for Cultural Text Adaptation in Indian Context EMNLP 2025 DLP: Dynamic Layerwise Pruning in Large Language Models ICML 2025 DMIS Lab at ArchEHR-QA 2025: Evidence-Grounded Answer Generation for EHR-based QA via a Multi-Agent Framework ACL 2025 DMT-RoleBench: A Dynamic Multi-Turn Dialogue Based Benchmark for Role-Playing Evaluation of Large Language Model and Agent AAAI 2025 Do All Autoregressive Transformers Remember Facts the Same Way? A Cross-Architecture Analysis of Recall Mechanisms EMNLP 2025 DocAgent: An Agentic Framework for Multi-Modal Long-Context Document Understanding EMNLP 2025 DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems NAACL 2025 DocKS-RAG: Optimizing Document-Level Relation Extraction through LLM-Enhanced Hybrid Prompt Tuning ICML 2025 Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models EMNLP 2025 DO-CoLM: Dynamic 3D Conformation Relationships Capture with Self-Adaptive Ordering Molecular Relational Modeling in Language Models IJCAI 2025 Do Construction Distributions Shape Formal Language Learning In German BabyLMs? CoNLL 2025 Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025 Document Attribution: Examining Citation Relationships using Large Language Models ACL 2025 Document Segmentation Matters for Retrieval-Augmented Generation ACL 2025 Does Biomedical Training Lead to Better Medical Performance? ACL 2025 Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions NAACL 2025 Does Domain-Specific Retrieval Augmented Generation Help LLMs Answer Consumer Health Questions? MLHC 2025 Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models EMNLP 2025 Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks? ICML 2025