Large Language Models have Intrinsic Self-Correction Ability
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Dancheng, Nassereldine, Amir, Yang, Ziming, Xu, Chenhui, Hu, Yuting, Li, Jiajie, Kumar, Utkarsh, Lee, Changjae, Qin, Ruiyang, Shi, Yiyu, Xiong, Jinjun |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Driving Through Uncertainty: Risk-Averse Control with LLM Commonsense for Autonomous Driving under Perception Deficits
by: Hu, Yuting, et al.
Published: (2025)
by: Hu, Yuting, et al.
Published: (2025)
PI-Whisper: Designing an Adaptive and Incremental Automatic Speech Recognition System for Edge Devices
by: Nassereldine, Amir, et al.
Published: (2024)
by: Nassereldine, Amir, et al.
Published: (2024)
Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability
by: Xu, Chenhui, et al.
Published: (2025)
by: Xu, Chenhui, et al.
Published: (2025)
Ensembler: Protect Collaborative Inference Privacy from Model Inversion Attack via Selective Ensemble
by: Liu, Dancheng, et al.
Published: (2024)
by: Liu, Dancheng, et al.
Published: (2024)
FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks
by: Xu, Chenhui, et al.
Published: (2025)
by: Xu, Chenhui, et al.
Published: (2025)
Towards Pretraining Robust ASR Foundation Model with Acoustic-Aware Data Augmentation
by: Liu, Dancheng, et al.
Published: (2025)
by: Liu, Dancheng, et al.
Published: (2025)
Sub-Sequential Physics-Informed Learning with State Space Model
by: Xu, Chenhui, et al.
Published: (2025)
by: Xu, Chenhui, et al.
Published: (2025)
Empirical Guidelines for Deploying LLMs onto Resource-constrained Edge Devices
by: Qin, Ruiyang, et al.
Published: (2024)
by: Qin, Ruiyang, et al.
Published: (2024)
Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge
by: Qin, Ruiyang, et al.
Published: (2024)
by: Qin, Ruiyang, et al.
Published: (2024)
NVCiM-PT: An NVCiM-assisted Prompt Tuning Framework for Edge LLMs
by: Qin, Ruiyang, et al.
Published: (2024)
by: Qin, Ruiyang, et al.
Published: (2024)
FL-NAS: Towards Fairness of NAS for Resource Constrained Devices via Large Language Models
by: Qin, Ruiyang, et al.
Published: (2024)
by: Qin, Ruiyang, et al.
Published: (2024)
From Keyboard to Chatbot: An AI-powered Integration Platform with Large-Language Models for Teaching Computational Thinking for Young Children
by: Lee, Changjae, et al.
Published: (2024)
by: Lee, Changjae, et al.
Published: (2024)
Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges
by: Liu, Dancheng, et al.
Published: (2024)
by: Liu, Dancheng, et al.
Published: (2024)
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data
by: Li, Jiajie, et al.
Published: (2025)
by: Li, Jiajie, et al.
Published: (2025)
FASA: a Flexible and Automatic Speech Aligner for Extracting High-quality Aligned Children Speech Data
by: Liu, Dancheng, et al.
Published: (2024)
by: Liu, Dancheng, et al.
Published: (2024)
Vertical Growth of Facial Soft Tissues: A Longitudinal Three‐Dimensional Facial Growth Study
by: Signe Silinevica, et al.
Published: (2026)
by: Signe Silinevica, et al.
Published: (2026)
SABER: A SQL-Compatible Semantic Document Processing System Based on Extended Relational Algebra
by: Lee, Changjae, et al.
Published: (2025)
by: Lee, Changjae, et al.
Published: (2025)
Chain-of-Adaptation: Surgical Vision-Language Adaptation with Reinforcement Learning
by: Li, Jiajie, et al.
Published: (2026)
by: Li, Jiajie, et al.
Published: (2026)
Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework
by: Hu, Yuting, et al.
Published: (2024)
by: Hu, Yuting, et al.
Published: (2024)
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures
by: Qin, Ruiyang, et al.
Published: (2024)
by: Qin, Ruiyang, et al.
Published: (2024)
Rebuild AC Power Flow Models with Graph Attention Networks
by: Hu, Yuting, et al.
Published: (2025)
by: Hu, Yuting, et al.
Published: (2025)
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis
by: Qin, Ruiyang, et al.
Published: (2023)
by: Qin, Ruiyang, et al.
Published: (2023)
xMLP: Revolutionizing Private Inference with Exclusive Square Activation
by: Li, Jiajie, et al.
Published: (2024)
by: Li, Jiajie, et al.
Published: (2024)
MorphOPC: Advancing Mask Optimization with Multi-scale Hierarchical Morphological Learning
by: Hu, Yuting, et al.
Published: (2026)
by: Hu, Yuting, et al.
Published: (2026)
An Adaptive System for Wearable Devices to Detect Stress Using Physiological Signals
by: Xu, Gelei, et al.
Published: (2024)
by: Xu, Gelei, et al.
Published: (2024)
KidSpeak: A General Multi-purpose LLM for Kids' Speech Recognition and Screening
by: Sharma, Rohan, et al.
Published: (2025)
by: Sharma, Rohan, et al.
Published: (2025)
MaskOpt: A Large-Scale Mask Optimization Dataset to Advance AI in Integrated Circuit Manufacturing
by: Hu, Yuting, et al.
Published: (2025)
by: Hu, Yuting, et al.
Published: (2025)
Selective Prior Synchronization via SYNC Loss
by: Mishra, Ishan, et al.
Published: (2026)
by: Mishra, Ishan, et al.
Published: (2026)
The Detector Teaches Itself: Lightweight Self-Supervised Adaptation for Open-Vocabulary Object Detection
by: Wan, Yazhe, et al.
Published: (2026)
by: Wan, Yazhe, et al.
Published: (2026)
Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models
by: Li, Loka, et al.
Published: (2024)
by: Li, Loka, et al.
Published: (2024)
Embedding Self-Correction as an Inherent Ability in Large Language Models for Enhanced Mathematical Reasoning
by: Gao, Kuofeng, et al.
Published: (2024)
by: Gao, Kuofeng, et al.
Published: (2024)
QuadraNet V2: Efficient and Sustainable Training of High-Order Neural Networks with Quadratic Adaptation
by: Xu, Chenhui, et al.
Published: (2024)
by: Xu, Chenhui, et al.
Published: (2024)
Rollback-Free Stable Brick Structures Generation
by: Xu, Chenhui, et al.
Published: (2026)
by: Xu, Chenhui, et al.
Published: (2026)
The chain algebra of a pure poset
by: Lu, Dancheng
Published: (2024)
by: Lu, Dancheng
Published: (2024)
Auto-Prompt Ensemble for LLM Judge
by: Li, Jiajie, et al.
Published: (2025)
by: Li, Jiajie, et al.
Published: (2025)
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
by: Ghosh, Sreyan, et al.
Published: (2024)
by: Ghosh, Sreyan, et al.
Published: (2024)
Exploring Vulnerabilities and Protections in Large Language Models: A Survey
by: Liu, Frank Weizhen, et al.
Published: (2024)
by: Liu, Frank Weizhen, et al.
Published: (2024)
Evaluating and Advancing Multimodal Large Language Models in Perception Ability Lens
by: Chen, Feng, et al.
Published: (2024)
by: Chen, Feng, et al.
Published: (2024)
Inpainting is All You Need: A Diffusion-based Augmentation Method for Semi-supervised Medical Image Segmentation
by: Hu, Xinrong, et al.
Published: (2025)
by: Hu, Xinrong, et al.
Published: (2025)
Self-Evolving Critique Abilities in Large Language Models
by: Tang, Zhengyang, et al.
Published: (2025)
by: Tang, Zhengyang, et al.
Published: (2025)
Similar Items
-
Driving Through Uncertainty: Risk-Averse Control with LLM Commonsense for Autonomous Driving under Perception Deficits
by: Hu, Yuting, et al.
Published: (2025) -
PI-Whisper: Designing an Adaptive and Incremental Automatic Speech Recognition System for Edge Devices
by: Nassereldine, Amir, et al.
Published: (2024) -
Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability
by: Xu, Chenhui, et al.
Published: (2025) -
Ensembler: Protect Collaborative Inference Privacy from Model Inversion Attack via Selective Ensemble
by: Liu, Dancheng, et al.
Published: (2024) -
FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks
by: Xu, Chenhui, et al.
Published: (2025)