instruction following

CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following ACL 2024 CommonIT: Commonality-Aware Instruction Tuning for Large Language Models via Data Partitions EMNLP 2024 Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024 Data Diversity Matters for Robust Instruction Tuning EMNLP 2024 Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization ACL 2024 DEM: Distribution Edited Model for Training with Mixed Data Distributions EMNLP 2024 DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation ACL 2024 DINGO: Towards Diverse and Fine-Grained Instruction-Following Evaluation AAAI 2024 DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding Interspeech 2024 DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping NAACL 2024 Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting NAACL 2024 Evaluating Large Language Models at Evaluating Instruction Following ICLR 2024 Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection EMNLP 2024 Evolutionary Contrastive Distillation for Language Model Alignment EMNLP 2024 Exploratory Retrieval-Augmented Planning For Continual Embodied Instruction Following NeurIPS 2024 Exploring and Mitigating Shortcut Learning for Generative Large Language Models COLING 2024 FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models EMNLP 2024 FAVOR: Full-Body AR-Driven Virtual Object Rearrangement Guided by Instruction Text AAAI 2024 F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods ACL 2024 Finding Blind Spots in Evaluator LLMs with Interpretable Checklists EMNLP 2024 Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning NeurIPS 2024 FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets ICLR 2024 FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models ACL 2024 From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models EMNLP 2024 Generating Coherent Sequences of Visual Illustrations for Real-World Manual Tasks ACL 2024