instruction following

VerIF: Verification Engineering for Reinforcement Learning in Instruction Following EMNLP 2025 VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation CVPR 2025 Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning ICLR 2025 VLR-Bench: Multilingual Benchmark Dataset for Vision-Language Retrieval Augmented Generation COLING 2025 Wait, that’s not an option: LLMs Robustness with Incorrect Multiple-Choice Options ACL 2025 When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following EMNLP 2025 A Critical Evaluation of AI Feedback for Aligning Large Language Models NeurIPS 2024 AgentBench: Evaluating LLMs as Agents ICLR 2024 Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models ACL 2024 AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension ACL 2024 Aligners: Decoupling LLMs and Alignment EMNLP 2024 Aligning Large Language Models for Controllable Recommendations ACL 2024 Aligning to Thousands of Preferences via System Message Generalization NeurIPS 2024 Answer is All You Need: Instruction-following Text Embedding via Answering the Question ACL 2024 Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations ICLR 2024 Autonomous Improvement of Instruction Following Skills via Foundation Models CoRL 2024 Benchmarking Complex Instruction-Following with Multiple Constraints Composition NeurIPS 2024 Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024 Benchmarking Large Language Models on Controllable Generation under Diversified Instructions AAAI 2024 Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning ICLR 2024 Black-Box Prompt Optimization: Aligning Large Language Models without Model Training ACL 2024 Can Large Language Models Understand Real-World Complex Instructions? AAAI 2024 Chain of Hindsight aligns Language Models with Feedback ICLR 2024 Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages ACL 2024 CIF-Bench: A Chinese Instruction-Following Benchmark for Evaluating the Generalizability of Large Language Models ACL 2024