Large Language Models

AdaDrive: Self-Adaptive Slow-Fast System for Language-Grounded Autonomous Driving ICCV 2025 AdaEdit: Advancing Continuous Knowledge Editing For Large Language Models ACL 2025 AdamMeme: Adaptively Probe the Reasoning Capacity of Multimodal Large Language Models on Harmfulness ACL 2025 Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks CoNLL 2025 Adapting LLM Agents with Universal Communication Feedback NAACL 2025 Adapting LLMs for Minimal-edit Grammatical Error Correction ACL 2025 Adapting Psycholinguistic Research for LLMs: Gender-inclusive Language in a Coreference Context ACL 2025 Adapting While Learning: Grounding LLMs for Scientific Problems with Tool Usage Adaptation ICML 2025 Adaptive Attacks Break Defenses Against Indirect Prompt Injection Attacks on LLM Agents NAACL 2025 Adaptive Draft-Verification for Efficient Large Language Model Decoding AAAI 2025 Adaptive Elicitation of Latent Information Using Natural Language ICML 2025 Adaptive Keyframe Sampling for Long Video Understanding CVPR 2025 Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection ICML 2025 Adaptive Linguistic Prompting (ALP) Enhances Phishing Webpage Detection in Multimodal Large Language Models ACL 2025 Adaptive Localization of Knowledge Negation for Continual LLM Unlearning ICML 2025 Adaptively profiling models with task elicitation EMNLP 2025 Adaptive Partitioning Schemes for Optimistic Optimization ICML 2025 Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection NAACL 2025 Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home ACL 2025 Adaptive Self-improvement LLM Agentic System for ML Library Development ICML 2025 AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence ICML 2025 Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger ACL 2025 Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ACL 2025 AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender EMNLP 2025 Addressing Hallucination in Causal Q&A: The Efficacy of Fine-tuning over Prompting in LLMs COLING 2025