Large Language Models

DEMON at SemEval-2025 Task 10: Fine-tuning LLaMA-3 for Multilingual Entity Framing SemEval 2025 Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs ICML 2025 Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025 Demystifying Long Chain-of-Thought Reasoning ICML 2025 Demystifying Singular Defects in Large Language Models ICML 2025 Demystifying Small Language Models for Edge Deployment ACL 2025 Demystifying the Power of Large Language Models in Graph Generation NAACL 2025 Demystify Verbosity Compensation Behavior of Large Language Models EMNLP 2025 DenseLoRA: Dense Low-Rank Adaptation of Large Language Models ACL 2025 Deontological Keyword Bias: The Impact of Modal Expressions on Normative Judgments of Language Models ACL 2025 DependEval: Benchmarking LLMs for Repository Dependency Understanding ACL 2025 Deploying Multi-task Online Server with Large Language Model COLING 2025 Depression Detection on Social Media with Large Language Models EMNLP 2025 Derailer-Rerailer: Adaptive Verification for Efficient and Reliable Language Model Reasoning ACL 2025 Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025 Design Principle Transfer in Neural Architecture Search via Large Language Models AAAI 2025 Detecting Hallucination in Large Language Models Through Deep Internal Representation Analysis IJCAI 2025 Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference EMNLP 2025 Detecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Ambiguous Prompts and Unanswerable Questions EMNLP 2025 Determining Layer-wise Sparsity for Large Language Models Through a Theoretical Perspective ICML 2025 Detoxifying Large Language Models via the Diversity of Toxic Samples EMNLP 2025 Developmentally-plausible Working Memory Shapes a Critical Period for Language Acquisition ACL 2025 DexHandDiff: Interaction-aware Diffusion Planning for Adaptive Dexterous Manipulation CVPR 2025 DexVLA: Vision-Language Model with Plug-In Diffusion Expert for General Robot Control CoRL 2025 DHP Benchmark: Are LLMs Good NLG Evaluators? NAACL 2025