Large Language Models

GRU: Mitigating the Trade-off between Unlearning and Retention for LLMs ICML 2025 GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models ICLR 2025 Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees 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 GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents ACL 2025 GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition AAAI 2025 Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding EMNLP 2025 Guiding Through Complexity: What Makes Good Supervision for Hard Reasoning Tasks? NAACL 2025 h4rm3l: A Language for Composable Jailbreak Attack Synthesis ICLR 2025 HAF-RM: A Hybrid Alignment Framework for Reward Model Training ACL 2025 HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models ACL 2025 Hallucinated Span Detection with Multi-View Attention Features EMNLP 2025 Hallucination Detection in LLMs Using Spectral Features of Attention Maps EMNLP 2025 HalluLens: LLM Hallucination Benchmark ACL 2025 HalluRAG-RUG at SemEval-2025 Task 3: Using Retrieval-Augmented Generation for Hallucination Detection in Model Outputs SemEval 2025 HalluSearch at SemEval-2025 Task 3: A Search-Enhanced RAG Pipeline for Hallucination Detection SemEval 2025 HALoGEN: Fantastic LLM Hallucinations and Where to Find Them ACL 2025 HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training ICML 2025 Harnessing Diversity for Important Data Selection in Pretraining Large Language Models ICLR 2025 Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer AAAI 2025 Harnessing Large Language Models for Disaster Management: A Survey ACL 2025 Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation AAAI 2025