Large Language Models

GRAB: A Challenging GRaph Analysis Benchmark for Large Multimodal Models ICCV 2025 GradOT: Training-free Gradient-preserving Offsite-tuning for Large Language Models ACL 2025 GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion ACL 2025 Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025 GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets NAACL 2025 GRAPHGPT-O: Synergistic Multimodal Comprehension and Generation on Graphs CVPR 2025 Graphic Design with Large Multimodal Model AAAI 2025 GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025 Grounding Multilingual Multimodal LLMs With Cultural Knowledge EMNLP 2025 Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ACL 2025 GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 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 LLM-based Smart Contract Generation with Finite State Machine IJCAI 2025 HALoGEN: Fantastic LLM Hallucinations and Where to Find Them ACL 2025 Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025 Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer AAAI 2025 Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation AAAI 2025 Harnessing NLP for Indigenous Language Education: Fine-Tuning Large Language Models for Sentence Transformation NAACL 2025 Harnessing Whisper for Prosodic Stress Analysis ACL 2025 HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs ACL 2025 HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization EMNLP 2025 HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval ACL 2025 Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs EMNLP 2025 HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models CVPR 2025