Large Language Models

From Word to World: Evaluate and Mitigate Culture Bias in LLMs via Word Association Test EMNLP 2025 FrontierScience Bench: Evaluating AI Research Capabilities in LLMs ACL 2025 Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech Interspeech 2025 FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training ICML 2025 FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch ICML 2025 Functional Homotopy: Smoothing Discrete Optimization via Continuous Parameters for LLM Jailbreak Attacks ICLR 2025 Function-to-Style Guidance of LLMs for Code Translation ICML 2025 FuseChat: Knowledge Fusion of Chat Models EMNLP 2025 Fuzzy Contrastive Decoding to Alleviate Object Hallucination in Large Vision-Language Models ICCV 2025 FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization ICCV 2025 G2: Guided Generation for Enhanced Output Diversity in LLMs EMNLP 2025 Gaeilge Bhriste ó Shamhlacha Cliste: How Clever Are LLMs When Translating Irish Text? COLING 2025 GAIfE: Using GenAI to Improve Literacy in Low-resourced Settings NAACL 2025 GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding ACL 2025 Gandalf the Red: Adaptive Security for LLMs ICML 2025 GANQ: GPU-Adaptive Non-Uniform Quantization for Large Language Models ICML 2025 GAP: a Global Adaptive Pruning Method for Large Language Models EMNLP 2025 GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization ACL 2025 GaussMark: A Practical Approach for Structural Watermarking of Language Models ICML 2025 GAVEL: Generative Attribute-Value Extraction Using LLMs on LLM-Augmented Datasets NAACL 2025 GeAR: Graph-enhanced Agent for Retrieval-augmented Generation ACL 2025 GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering ACL 2025 GenAI Content Detection Task 2: AI vs. Human – Academic Essay Authenticity Challenge COLING 2025 Gender Bias in Large Language Models across Multiple Languages: A Case Study of ChatGPT NAACL 2025 Gender Bias in Nepali-English Machine Translation: A Comparison of LLMs and Existing MT Systems ACL 2025