Large Language Models

FMD-Mllama at the Financial Misinformation Detection Challenge Task: Multimodal Reasoning and Evidence Generation COLING 2025 FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings ACL 2025 Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points ACL 2025 FocusLLM: Precise Understanding of Long Context by Dynamic Condensing ACL 2025 Focus On This, Not That! Steering LLMs with Adaptive Feature Specification ICML 2025 Following Length Constraints in Instructions EMNLP 2025 Foot-In-The-Door: A Multi-turn Jailbreak for LLMs EMNLP 2025 Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs COLING 2025 ForestCast: Open-Ended Event Forecasting with Semantic News Forest EMNLP 2025 Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models NAACL 2025 FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks EMNLP 2025 Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning ICML 2025 Forewarned is Forearmed: Harnessing LLMs for Data Synthesis via Failure-induced Exploration ICLR 2025 Forget What You Know about LLMs Evaluations - LLMs are Like a Chameleon EMNLP 2025 Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models ACL 2025 FRACTAL: Fine-Grained Scoring from Aggregate Text Labels ACL 2025 FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs ACL 2025 Fragments to Facts: Partial-Information Fragment Inference from LLMs ICML 2025 FrameEOL: Semantic Frame Induction using Causal Language Models EMNLP 2025 Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements ACL 2025 Free-text Rationale Generation under Readability Level Control ACL 2025 Freeze-Omni: A Smart and Low Latency Speech-to-speech Dialogue Model with Frozen LLM ICML 2025 From Anger to Joy: How Nationality Personas Shape Emotion Attribution in Large Language Models IJCNLP 2025 From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords COLING 2025 From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery EMNLP 2025