instruction following

GROOT: Learning to Follow Instructions by Watching Gameplay Videos ICLR 2024 How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective EMNLP 2024 How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection EMNLP 2024 Hybrid Alignment Training for Large Language Models ACL 2024 HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation EMNLP 2024 Hypothesis, Verification, and Induction: Grounding Large Language Models with Self-Driven Skill Learning AAAI 2024 Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation ICML 2024 Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024 Inference-Time Language Model Alignment via Integrated Value Guidance EMNLP 2024 InFoBench: Evaluating Instruction Following Ability in Large Language Models ACL 2024 InstructDiffusion: A Generalist Modeling Interface for Vision Tasks CVPR 2024 Instruction-Guided Visual Masking NeurIPS 2024 Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following AAAI 2024 KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions ACL 2024 LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs CVPR 2024 LangNav: Language as a Perceptual Representation for Navigation NAACL 2024 Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course EMNLP 2024 LC4EE: LLMs as Good Corrector for Event Extraction ACL 2024 LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints EMNLP 2024 LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset ICLR 2024 LongAlign: A Recipe for Long Context Alignment of Large Language Models EMNLP 2024 MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records AAAI 2024 MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning ACL 2024 Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs NeurIPS 2024 MERA: A Comprehensive LLM Evaluation in Russian ACL 2024