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 391–400 of 1135 papers

Title	Date	Tasks	Status	Hype
Improving Translation Faithfulness of Large Language Models via Augmenting Instructions	Aug 24, 2023	Instruction FollowingMachine Translation	CodeCode Available	1
Instruction Position Matters in Sequence Generation with Large Language Models	Aug 23, 2023	Instruction FollowingPosition	CodeCode Available	1
InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4	Aug 23, 2023	Instruction FollowingQuestion Answering	CodeCode Available	1
Context-Aware Planning and Environment-Aware Memory for Instruction Following Embodied Agents	Aug 14, 2023	Instruction FollowingVisual Navigation	CodeCode Available	1
VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use	Aug 12, 2023	Instruction Following	CodeCode Available	1
Self-Alignment with Instruction Backtranslation	Aug 11, 2023	Instruction FollowingLanguage Modeling	CodeCode Available	1
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering	Jul 31, 2023	Instruction FollowingQuestion Answering	CodeCode Available	1
AlpaGasus: Training A Better Alpaca with Fewer Data	Jul 17, 2023	Instruction Following	CodeCode Available	1
Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study	Jul 16, 2023	In-Context LearningInstruction Following	CodeCode Available	1
Opening up ChatGPT: Tracking openness, transparency, and accountability in instruction-tuned text generators	Jul 8, 2023	FairnessInstruction 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