Large Language Models

Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models EMNLP 2025 Grounding Multilingual Multimodal LLMs With Cultural Knowledge EMNLP 2025 Group-Aware Reinforcement Learning for Output Diversity in Large Language Models EMNLP 2025 Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment EMNLP 2025 Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed EMNLP 2025 Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups EMNLP 2025 Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025 GRU: Mitigating the Trade-off between Unlearning and Retention for LLMs ICML 2025 G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration ICML 2025 GTA: Supervised-Guided Reinforcement Learning for Text Classification with Large Language Models EMNLP 2025 Guardians of Trust: Risks and Opportunities for LLMs in Mental Health ACL 2025 Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ACL 2025 Guardrails, not Guidance: Understanding Responses to LGBTQ+ Language in Large Language Models NAACL 2025 GuessArena: Guess Who I Am? A Self-Adaptive Framework for Evaluating LLMs in Domain-Specific Knowledge and Reasoning ACL 2025 GuessingGame: Measuring the Informativeness of Open-Ended Questions in Large Language Models EMNLP 2025 Guess What I am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents EMNLP 2025 GUI Agents: A Survey ACL 2025 GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance ICML 2025 Guided Search Strategies in Non-Serializable Environments with Applications to Software Engineering Agents ICML 2025 Guideline Compliance in Task-Oriented Dialogue: The Chained Prior Approach NAACL 2025 GuideQ: Framework for Guided Questioning for progressive informational collection and classification NAACL 2025 Guiding Diffusion Models with Adaptive Negative Sampling Without External Resources ICCV 2025 Guiding Large Language Models in Modeling Optimization Problems via Question Partitioning IJCAI 2025 GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent ACL 2025 Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding ICML 2025