large language model

Fooling the LVLM Judges: Visual Biases in LVLM-Based Evaluation EMNLP 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 Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks EMNLP 2025 Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025 Forget the Unneeded: Backdooring Large Language Models via Contrastive-enhanced Machine Unlearning EMNLP 2025 Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025 Form-aware Poetic Generation for Bangla AACL 2025 FormosanBench: Benchmarking Low-Resource Austronesian Languages in the Era of Large Language Models EMNLP 2025 Forward Knows Efficient Backward Path: Saliency-Guided Memory-Efficient Fine-tuning of Large Language Models ACL 2025 Fostering Digital Inclusion for Low-Resource Nigerian Languages: A Case Study of Igbo and Nigerian Pidgin NAACL 2025 Foundation Models Meet Embodied Agents NAACL 2025 Foundations of PEERS: Assessing LLM Role Performance in Educational Simulations ACL 2025 Found in Translation: Measuring Multilingual LLM Consistency as Simple as Translate then Evaluate IJCNLP 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 FRAME: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy ACL 2025 FRAME: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights ACL 2025 Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025 Framing the Language: Fine-Tuning Gemma 3 for Manipulation Detection ACL 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