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 151–160 of 1135 papers

Title	Date	Tasks	Status	Hype
Learning to Decode Collaboratively with Multiple Language Models	Mar 6, 2024	Instruction Following	CodeCode Available	2
AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks	Mar 2, 2024	Instruction FollowingLLM real-life tasks	CodeCode Available	2
Long-Context Language Modeling with Parallel Context Encoding	Feb 26, 2024	In-Context LearningInstruction Following	CodeCode Available	2
GraphWiz: An Instruction-Following Language Model for Graph Problems	Feb 25, 2024	Instruction FollowingLanguage Modeling	CodeCode Available	2
Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning	Feb 21, 2024	Instruction FollowingLanguage Modeling	CodeCode Available	2
The Revolution of Multimodal Large Language Models: A Survey	Feb 19, 2024	Image GenerationInstruction Following	CodeCode Available	2
A Critical Evaluation of AI Feedback for Aligning Large Language Models	Feb 19, 2024	Instruction Followingreinforcement-learning	CodeCode Available	2
Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic	Feb 19, 2024	Instruction FollowingMath	CodeCode Available	2
Aligning Modalities in Vision Large Language Models via Preference Fine-tuning	Feb 18, 2024	HallucinationInstruction Following	CodeCode Available	2
AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension	Feb 12, 2024	2kAutomatic Speech Recognition	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