Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations
Fuente:
arXiv
Saved in:
| Main Authors: | Deng, Yang, Zhao, Yong, Li, Moxin, Ng, See-Kiong, Chua, Tat-Seng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Aligning Large Language Models for Faithful Integrity Against Opposing Argument
by: Zhao, Yong, et al.
Published: (2025)
by: Zhao, Yong, et al.
Published: (2025)
Knowledge Boundary of Large Language Models: A Survey
by: Li, Moxin, et al.
Published: (2024)
by: Li, Moxin, et al.
Published: (2024)
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
by: Deng, Yang, et al.
Published: (2023)
by: Deng, Yang, et al.
Published: (2023)
Don't exhaust, don't waste
by: Bianchini, Riccardo, et al.
Published: (2025)
by: Bianchini, Riccardo, et al.
Published: (2025)
Ask-before-Plan: Proactive Language Agents for Real-World Planning
by: Zhang, Xuan, et al.
Published: (2024)
by: Zhang, Xuan, et al.
Published: (2024)
Principled Multimodal Representation Learning
by: Liu, Xiaohao, et al.
Published: (2025)
by: Liu, Xiaohao, et al.
Published: (2025)
Continual Multimodal Contrastive Learning
by: Liu, Xiaohao, et al.
Published: (2025)
by: Liu, Xiaohao, et al.
Published: (2025)
Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
by: Lin, Xinyu, et al.
Published: (2023)
by: Lin, Xinyu, et al.
Published: (2023)
Don't believe them when they tell you that I don't exist
by: Billie Gastic
Published: (2007)
by: Billie Gastic
Published: (2007)
Shadows Don't Lie and Lines Can't Bend! Generative Models don't know Projective Geometry...for now
by: Sarkar, Ayush, et al.
Published: (2023)
by: Sarkar, Ayush, et al.
Published: (2023)
‘I don't know’—reclaiming not‐knowing in medical transitions
by: Yvonne Carlsson, et al.
Published: (2025)
by: Yvonne Carlsson, et al.
Published: (2025)
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models
by: Lin, Hongzhan, et al.
Published: (2025)
by: Lin, Hongzhan, et al.
Published: (2025)
“I know what I don't know”: Metacognition in leadership learning
by: Jillian Volpe‐White
Published: (2024)
by: Jillian Volpe‐White
Published: (2024)
Order-agnostic Identifier for Large Language Model-based Generative Recommendation
by: Lin, Xinyu, et al.
Published: (2025)
by: Lin, Xinyu, et al.
Published: (2025)
Towards Modality Generalization: A Benchmark and Prospective Analysis
by: Liu, Xiaohao, et al.
Published: (2024)
by: Liu, Xiaohao, et al.
Published: (2024)
A Federated Framework for LLM-based Recommendation
by: Zhao, Jujia, et al.
Published: (2024)
by: Zhao, Jujia, et al.
Published: (2024)
On the Multi-turn Instruction Following for Conversational Web Agents
by: Deng, Yang, et al.
Published: (2024)
by: Deng, Yang, et al.
Published: (2024)
Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models
by: Zhao, Xiaoyan, et al.
Published: (2025)
by: Zhao, Xiaoyan, et al.
Published: (2025)
Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection
by: Li, Moxin, et al.
Published: (2024)
by: Li, Moxin, et al.
Published: (2024)
Efficient Inference for Large Language Model-based Generative Recommendation
by: Lin, Xinyu, et al.
Published: (2024)
by: Lin, Xinyu, et al.
Published: (2024)
R-Tuning: Instructing Large Language Models to Say `I Don't Know'
by: Zhang, Hanning, et al.
Published: (2023)
by: Zhang, Hanning, et al.
Published: (2023)
Hyperhidrosis: don't sweat it
by: Mitchell J. Lycett, et al.
Published: (2025)
by: Mitchell J. Lycett, et al.
Published: (2025)
Robust Prompt Optimization for Large Language Models Against Distribution Shifts
by: Li, Moxin, et al.
Published: (2023)
by: Li, Moxin, et al.
Published: (2023)
Don't Just Translate, Agitate: Using Large Language Models as Devil's Advocates for AI Explanations
by: Suh, Ashley, et al.
Published: (2025)
by: Suh, Ashley, et al.
Published: (2025)
L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models
by: Liu, Xiaohao, et al.
Published: (2025)
by: Liu, Xiaohao, et al.
Published: (2025)
Multicancer detection tests: What we know and what we don’t know
by: Sam M. Hanash, et al.
Published: (2024)
by: Sam M. Hanash, et al.
Published: (2024)
'Show It, Don't Just Say It': The Complementary Effects of Instruction Multimodality for Software Guidance
by: Poh, Emran, et al.
Published: (2026)
by: Poh, Emran, et al.
Published: (2026)
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models
by: Koa, Kelvin J. L., et al.
Published: (2024)
by: Koa, Kelvin J. L., et al.
Published: (2024)
SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs
by: Li, Haoxuan, et al.
Published: (2025)
by: Li, Haoxuan, et al.
Published: (2025)
Calibrated Multimodal Representation Learning with Missing Modalities
by: Liu, Xiaohao, et al.
Published: (2025)
by: Liu, Xiaohao, et al.
Published: (2025)
ThinkTank-ME: A Multi-Expert Framework for Middle East Event Forecasting
by: Li, Haoxuan, et al.
Published: (2026)
by: Li, Haoxuan, et al.
Published: (2026)
On the consistent reasoning paradox of intelligence and optimal trust in AI: The power of 'I don't know'
by: Bastounis, Alexander, et al.
Published: (2024)
by: Bastounis, Alexander, et al.
Published: (2024)
When Robots Should Say "I Don't Know": Benchmarking Abstention in Embodied Question Answering
by: Wu, Tao, et al.
Published: (2025)
by: Wu, Tao, et al.
Published: (2025)
“You don't know what you don't know”: A qualitative study of informational needs of patients, family members, and living donors to inform transplant system metrics
by: Allyson Hart, et al.
Published: (2024)
by: Allyson Hart, et al.
Published: (2024)
NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search
by: Dai, Sunhao, et al.
Published: (2025)
by: Dai, Sunhao, et al.
Published: (2025)
Wolf-Rayet stars -- what we know and what we don't
by: Maryeva, Olga
Published: (2024)
by: Maryeva, Olga
Published: (2024)
Xeno Amino Acids: A look into biochemistry as we don't know it
by: Brown, Sean M., et al.
Published: (2023)
by: Brown, Sean M., et al.
Published: (2023)
Fetal Leydig cells: What we know and what we don't
by: Keer Jiang, et al.
Published: (2024)
by: Keer Jiang, et al.
Published: (2024)
TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data
by: Zhu, Fengbin, et al.
Published: (2024)
by: Zhu, Fengbin, et al.
Published: (2024)
Don't Hesitate, Just Collaborate!
by: Burk, Lynne F.
Published: (2007)
by: Burk, Lynne F.
Published: (2007)
Similar Items
-
Aligning Large Language Models for Faithful Integrity Against Opposing Argument
by: Zhao, Yong, et al.
Published: (2025) -
Knowledge Boundary of Large Language Models: A Survey
by: Li, Moxin, et al.
Published: (2024) -
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
by: Deng, Yang, et al.
Published: (2023) -
Don't exhaust, don't waste
by: Bianchini, Riccardo, et al.
Published: (2025) -
Ask-before-Plan: Proactive Language Agents for Real-World Planning
by: Zhang, Xuan, et al.
Published: (2024)