v1v2v3 (latest)

Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning

Annual Meeting of the Association for Computational Linguistics (ACL), 2024

14 June 2024

Jiaqi Li

Yixuan Tang

Yi Yang

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Papers citing "Know the Unknown: An Uncertainty-Sensitive Method for LLM Instruction Tuning"

9 / 9 papers shown

PrismGS: Physically-Grounded Anti-Aliasing for High-Fidelity Large-Scale 3D Gaussian Splatting

152

09 Oct 2025

Large Language Models Hallucination: A Comprehensive Survey

Aisha Alansari

Hamzah Luqman

HILM LRM

594

05 Oct 2025

Don't Make It Up: Preserving Ignorance Awareness in LLM Fine-Tuning

397

17 Jun 2025

Do not Abstain! Identify and Solve the UncertaintyAnnual Meeting of the Association for Computational Linguistics (ACL), 2025

336

01 Jun 2025

Reinforcement Learning for Better Verbalized Confidence in Long-Form Generation

386

29 May 2025

UNCLE: Benchmarking Uncertainty Expressions in Long-Form Generation

406

22 May 2025

Probing LLM Hallucination from Within: Perturbation-Driven Approach via Internal Knowledge

589

14 Nov 2024

KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models

381

09 Nov 2024

LoGU: Long-form Generation with Uncertainty ExpressionsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024

743

18 Oct 2024