Instruction Following

Instruction following is the basic task of the model. This task is dedicated to evaluating the ability of the large model to follow human instructions. It is hoped that the model can generate controllable and safe answers.

Papers

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Showing 521–530 of 1135 papers

Title	Date	Tasks	Status	Hype
Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach	Jul 15, 2024	CoLAInstruction Following	CodeCode Available	0
Instruction Following with Goal-Conditioned Reinforcement Learning in Virtual Environments	Jul 12, 2024	Instruction Followingreinforcement-learning	CodeCode Available	0
Beyond Instruction Following: Evaluating Inferential Rule Following of Large Language Models	Jul 11, 2024	Instruction Following	—Unverified	0
LIONs: An Empirically Optimized Approach to Align Language Models	Jul 9, 2024	Instruction Following	CodeCode Available	1
LVLM-empowered Multi-modal Representation Learning for Visual Place Recognition	Jul 9, 2024	Instruction FollowingRepresentation Learning	—Unverified	0
From Loops to Oops: Fallback Behaviors of Language Models Under Uncertainty	Jul 8, 2024	Instruction Following	CodeCode Available	0
Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course	Jul 7, 2024	Instruction FollowingLanguage Modeling	—Unverified	0
MMSci: A Dataset for Graduate-Level Multi-Discipline Multimodal Scientific Understanding	Jul 6, 2024	ArticlesInstruction Following	CodeCode Available	2
Me, Myself, and AI: The Situational Awareness Dataset (SAD) for LLMs	Jul 5, 2024	General KnowledgeInstruction Following	CodeCode Available	1
Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM	Jul 4, 2024	Abstract Meaning RepresentationInstruction Following	CodeCode Available	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	AutoIF (Llama3 70B)	Inst-level loose-accuracy	90.4	—	Unverified
2	AutoIF (Qwen2 72B)	Inst-level loose-accuracy	88	—	Unverified
3	GPT-4	Inst-level loose-accuracy	85.37	—	Unverified
4	PaLM 2 S	Inst-level loose-accuracy	59.11	—	Unverified