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 371–380 of 1135 papers

Title	Date	Tasks	Status	Hype
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction	Oct 24, 2023	Instruction Following	CodeCode Available	1
AlpaCare:Instruction-tuned Large Language Models for Medical Application	Oct 23, 2023	DiversityInstruction Following	CodeCode Available	1
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design	Oct 22, 2023	Computational chemistryInstruction Following	CodeCode Available	1
Democratizing Reasoning Ability: Tailored Learning from Large Language Model	Oct 20, 2023	Instruction FollowingLanguage Modeling	CodeCode Available	1
BotChat: Evaluating LLMs' Capabilities of Having Multi-Turn Dialogues	Oct 20, 2023	Instruction Following	CodeCode Available	1
An Emulator for Fine-Tuning Large Language Models using Small Language Models	Oct 19, 2023	Instruction Following	CodeCode Available	1
Evaluating Large Language Models at Evaluating Instruction Following	Oct 11, 2023	Instruction Following	CodeCode Available	1
Understanding the Effects of RLHF on LLM Generalisation and Diversity	Oct 10, 2023	DiversityInstruction Following	CodeCode Available	1
TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models	Oct 10, 2023	Code GenerationContinual Learning	CodeCode Available	1
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages	Oct 7, 2023	Instruction Following	CodeCode Available	1

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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