conftrace_

instruction following

396 papers

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IF

Co-occurring keywords

large language model (13587) reinforcement learning (4352) benchmark evaluation (1556) language model (4599) multimodal learning (4645) instruction tuning (838) zero-shot learning (3650) model alignment (226) text generation (2913) vision-language navigation (118)

Papers

OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents NIPS 2024
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages ACL 2024
WebVLN: Vision-and-Language Navigation on Websites AAAI 2024
Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024
Exploring and Mitigating Shortcut Learning for Generative Large Language Models COLING 2024
Toward Zero-Shot Instruction Following EACL 2024
Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting NAACL 2024
What Matters in Training a GPT4-Style Language Model with Multimodal Inputs? NAACL 2024
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024
LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs CVPR 2024
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks CVPR 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024
Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course EMNLP 2024
Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections EMNLP 2024
Benchmarking Large Language Models on Controllable Generation under Diversified Instructions AAAI 2024
Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Models ACL 2024
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification ACL 2024
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following AAAI 2024
TableLlama: Towards Open Large Generalist Models for Tables NAACL 2024
Aligning to Thousands of Preferences via System Message Generalization NIPS 2024
Instruction Clarification Requests in Multimodal Collaborative Dialogue Games: Tasks, and an Analysis of the CoDraw Dataset EACL 2023
TUTORING: Instruction-Grounded Conversational Agent for Language Learners AAAI 2023
SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities EMNLP 2023
LLM-driven Instruction Following: Progresses and Concerns EMNLP 2023
Towards Better Evaluation of Instruction-Following: A Case-Study in Summarization EMNLP 2023