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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 961–970 of 1135 papers

Title	Date	Tasks	Status	Hype
ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning	Jul 18, 2023	Instruction FollowingLanguage Modeling	—Unverified	0
AlpaGasus: Training A Better Alpaca with Fewer Data	Jul 17, 2023	Instruction Following	CodeCode Available	1
BuboGPT: Enabling Visual Grounding in Multi-Modal LLMs	Jul 17, 2023	Instruction FollowingSentence	CodeCode Available	2
Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study	Jul 16, 2023	In-Context LearningInstruction Following	CodeCode Available	1
Exploring the Integration of Large Language Models into Automatic Speech Recognition Systems: An Empirical Study	Jul 13, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
MMBench: Is Your Multi-modal Model an All-around Player?	Jul 12, 2023	AllInstruction Following	CodeCode Available	5
Instruction Mining: Instruction Data Selection for Tuning Large Language Models	Jul 12, 2023	Instruction FollowingLanguage Modeling	—Unverified	0
Opening up ChatGPT: Tracking openness, transparency, and accountability in instruction-tuned text generators	Jul 8, 2023	FairnessInstruction Following	CodeCode Available	1
Becoming self-instruct: introducing early stopping criteria for minimal instruct tuning	Jul 5, 2023	Instruction Following	—Unverified	0
What Matters in Training a GPT4-Style Language Model with Multimodal Inputs?	Jul 5, 2023	Instruction FollowingLanguage Modeling	CodeCode Available	2

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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