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 1031–1040 of 1135 papers

Title	Date	Tasks	Status	Hype
LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention	Mar 28, 2023	Instruction FollowingLanguage Modelling	CodeCode Available	5
Large Language Model Instruction Following: A Survey of Progresses and Challenges	Mar 18, 2023	Instruction FollowingLanguage Modeling	CodeCode Available	2
Lana: A Language-Capable Navigator for Instruction Following and Generation	Mar 15, 2023	Instruction FollowingText Generation	CodeCode Available	1
CB2: Collaborative Natural Language Interaction Research Platform	Mar 14, 2023	Instruction Following	CodeCode Available	1
ChatGPT may Pass the Bar Exam soon, but has a Long Way to Go for the LexGLUE benchmark	Mar 9, 2023	Instruction Following	CodeCode Available	1
Alexa Arena: A User-Centric Interactive Platform for Embodied AI	Mar 2, 2023	Instruction Following	CodeCode Available	1
Instruction Clarification Requests in Multimodal Collaborative Dialogue Games: Tasks, and an Analysis of the CoDraw Dataset	Feb 28, 2023	Instruction Followingvisual instruction following	CodeCode Available	0
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following	Feb 28, 2023	Instruction FollowingZero-shot Generalization	CodeCode Available	1
Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection	Feb 23, 2023	Code CompletionComputer Security	CodeCode Available	4
Natural Language-conditioned Reinforcement Learning with Inside-out Task Language Development and Translation	Feb 18, 2023	Instruction FollowingReinforcement Learning (RL)	—Unverified	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