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 401–410 of 1135 papers

Title	Date	Tasks	Status	Hype
Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models	Jul 3, 2023	FormInstruction Following	CodeCode Available	1
On the Exploitability of Instruction Tuning	Jun 28, 2023	Data PoisoningInstruction Following	CodeCode Available	1
OphGLM: Training an Ophthalmology Large Language-and-Vision Assistant based on Instructions and Dialogue	Jun 21, 2023	Instruction FollowingLanguage Modeling	CodeCode Available	1
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces	May 31, 2023	Instruction Following	CodeCode Available	1
Bactrian-X: Multilingual Replicable Instruction-Following Models with Low-Rank Adaptation	May 24, 2023	Instruction Following	CodeCode Available	1
PathAsst: A Generative Foundation AI Assistant Towards Artificial General Intelligence of Pathology	May 24, 2023	DiagnosticInstruction Following	CodeCode Available	1
TOAST: Transfer Learning via Attention Steering	May 24, 2023	Fine-Grained Image ClassificationInstruction Following	CodeCode Available	1
PIVOINE: Instruction Tuning for Open-world Information Extraction	May 24, 2023	Instruction FollowingLanguage Modeling	CodeCode Available	1
Schema-Driven Information Extraction from Heterogeneous Tables	May 23, 2023	Attribute ExtractionInstruction Following	CodeCode Available	1
LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation	May 19, 2023	Image GenerationInstruction Following	CodeCode Available	1

Show:10 25 50

← PrevPage 41 of 114Next →

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