Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Li, Moxin, Wang, Wenjie, Feng, Fuli, Zhu, Fengbin, Wang, Qifan, Chua, Tat-Seng |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data
par: Zhu, Fengbin, et autres
Publié: (2024)
par: Zhu, Fengbin, et autres
Publié: (2024)
Robust Prompt Optimization for Large Language Models Against Distribution Shifts
par: Li, Moxin, et autres
Publié: (2023)
par: Li, Moxin, et autres
Publié: (2023)
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs
par: Zhu, Fengbin, et autres
Publié: (2023)
par: Zhu, Fengbin, et autres
Publié: (2023)
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment
par: Li, Moxin, et autres
Publié: (2025)
par: Li, Moxin, et autres
Publié: (2025)
Large Language Models Empowered Personalized Web Agents
par: Cai, Hongru, et autres
Publié: (2024)
par: Cai, Hongru, et autres
Publié: (2024)
Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection
par: Weng, Yan, et autres
Publié: (2025)
par: Weng, Yan, et autres
Publié: (2025)
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG
par: Deng, Boyi, et autres
Publié: (2024)
par: Deng, Boyi, et autres
Publié: (2024)
IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation
par: Lin, Zijie, et autres
Publié: (2025)
par: Lin, Zijie, et autres
Publié: (2025)
Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation
par: Wang, Chengbing, et autres
Publié: (2025)
par: Wang, Chengbing, et autres
Publié: (2025)
Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations
par: Deng, Yang, et autres
Publié: (2024)
par: Deng, Yang, et autres
Publié: (2024)
Can Large Language Models Derive New Knowledge? A Dynamic Benchmark for Biological Knowledge Discovery
par: Yang, Chaoqun, et autres
Publié: (2026)
par: Yang, Chaoqun, et autres
Publié: (2026)
A Survey of Generative Search and Recommendation in the Era of Large Language Models
par: Li, Yongqi, et autres
Publié: (2024)
par: Li, Yongqi, et autres
Publié: (2024)
Prospect Personalized Recommendation on Large Language Model-based Agent Platform
par: Zhang, Jizhi, et autres
Publié: (2024)
par: Zhang, Jizhi, et autres
Publié: (2024)
Efficient Inference for Large Language Model-based Generative Recommendation
par: Lin, Xinyu, et autres
Publié: (2024)
par: Lin, Xinyu, et autres
Publié: (2024)
Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction
par: Li, Xiaoyuan, et autres
Publié: (2024)
par: Li, Xiaoyuan, et autres
Publié: (2024)
PERM: Psychology-grounded Empathetic Reward Modeling for Large Language Models
par: Wang, Chengbing, et autres
Publié: (2026)
par: Wang, Chengbing, et autres
Publié: (2026)
Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge
par: Liu, Zhuo, et autres
Publié: (2025)
par: Liu, Zhuo, et autres
Publié: (2025)
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models
par: Koa, Kelvin J. L., et autres
Publié: (2024)
par: Koa, Kelvin J. L., et autres
Publié: (2024)
Order-agnostic Identifier for Large Language Model-based Generative Recommendation
par: Lin, Xinyu, et autres
Publié: (2025)
par: Lin, Xinyu, et autres
Publié: (2025)
Plant, Persist, Trigger: Sleeper Attack on Large Language Model Agents
par: Li, Yongxiang, et autres
Publié: (2026)
par: Li, Yongxiang, et autres
Publié: (2026)
Heterogeneous User Modeling for LLM-based Recommendation
par: Bao, Honghui, et autres
Publié: (2025)
par: Bao, Honghui, et autres
Publié: (2025)
MURE: Hierarchical Multi-Resolution Encoding via Vision-Language Models for Visual Document Retrieval
par: Zhu, Fengbin, et autres
Publié: (2026)
par: Zhu, Fengbin, et autres
Publié: (2026)
Self-Calibrated Listwise Reranking with Large Language Models
par: Ren, Ruiyang, et autres
Publié: (2024)
par: Ren, Ruiyang, et autres
Publié: (2024)
Knowledge Boundary of Large Language Models: A Survey
par: Li, Moxin, et autres
Publié: (2024)
par: Li, Moxin, et autres
Publié: (2024)
Effective and Efficient Adversarial Detection for Vision-Language Models via A Single Vector
par: Huang, Youcheng, et autres
Publié: (2024)
par: Huang, Youcheng, et autres
Publié: (2024)
TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards
par: Xiong, Xiqiao, et autres
Publié: (2025)
par: Xiong, Xiqiao, et autres
Publié: (2025)
MMDocBench: Benchmarking Large Vision-Language Models for Fine-Grained Visual Document Understanding
par: Zhu, Fengbin, et autres
Publié: (2024)
par: Zhu, Fengbin, et autres
Publié: (2024)
Counterfactual Debating with Preset Stances for Hallucination Elimination of LLMs
par: Fang, Yi, et autres
Publié: (2024)
par: Fang, Yi, et autres
Publié: (2024)
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization
par: Qiu, Yilun, et autres
Publié: (2025)
par: Qiu, Yilun, et autres
Publié: (2025)
One Adapts to Any: Meta Reward Modeling for Personalized LLM Alignment
par: Cai, Hongru, et autres
Publié: (2026)
par: Cai, Hongru, et autres
Publié: (2026)
Reason4Rec: Large Language Models for Recommendation with Deliberative User Preference Alignment
par: Fang, Yi, et autres
Publié: (2025)
par: Fang, Yi, et autres
Publié: (2025)
Think Twice, Generate Once: Safeguarding by Progressive Self-Reflection
par: Phan, Hoang, et autres
Publié: (2025)
par: Phan, Hoang, et autres
Publié: (2025)
Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
par: Lin, Xinyu, et autres
Publié: (2023)
par: Lin, Xinyu, et autres
Publié: (2023)
Think Before You Prune: Self-Reflective Structured Pruning for Reasoning Language Models
par: Wang, Ziyan, et autres
Publié: (2025)
par: Wang, Ziyan, et autres
Publié: (2025)
Towards Temporal-Aware Multi-Modal Retrieval Augmented Generation in Finance
par: Zhu, Fengbin, et autres
Publié: (2025)
par: Zhu, Fengbin, et autres
Publié: (2025)
Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
par: Li, Yongqi, et autres
Publié: (2024)
par: Li, Yongqi, et autres
Publié: (2024)
Think Twice Before You Judge: Mixture of Dual Reasoning Experts for Multimodal Sarcasm Detection
par: Jana, Soumyadeep, et autres
Publié: (2025)
par: Jana, Soumyadeep, et autres
Publié: (2025)
SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation
par: Qu, Leigang, et autres
Publié: (2024)
par: Qu, Leigang, et autres
Publié: (2024)
MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation
par: Li, Xiaoyuan, et autres
Publié: (2025)
par: Li, Xiaoyuan, et autres
Publié: (2025)
Towards Comprehensive Stage-wise Benchmarking of Large Language Models in Fact-Checking
par: Lin, Hongzhan, et autres
Publié: (2026)
par: Lin, Hongzhan, et autres
Publié: (2026)
Documents similaires
-
TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data
par: Zhu, Fengbin, et autres
Publié: (2024) -
Robust Prompt Optimization for Large Language Models Against Distribution Shifts
par: Li, Moxin, et autres
Publié: (2023) -
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs
par: Zhu, Fengbin, et autres
Publié: (2023) -
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment
par: Li, Moxin, et autres
Publié: (2025) -
Large Language Models Empowered Personalized Web Agents
par: Cai, Hongru, et autres
Publié: (2024)