ADVICE: Answer-Dependent Verbalized Confidence Estimation
Fuente:
arXiv
Guardado en:
| Autores principales: | Seo, Ki Jung, Lim, Sehun, Kim, Taeuk |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Revisiting the Impact of Pursuing Modularity for Code Generation
por: Kang, Deokyeong, et al.
Publicado: (2024)
por: Kang, Deokyeong, et al.
Publicado: (2024)
Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech
por: Woo, Sang Hoon, et al.
Publicado: (2025)
por: Woo, Sang Hoon, et al.
Publicado: (2025)
On Verbalized Confidence Scores for LLMs
por: Yang, Daniel, et al.
Publicado: (2024)
por: Yang, Daniel, et al.
Publicado: (2024)
Confidence Estimation in Automatic Short Answer Grading with LLMs
por: Cong, Longwei, et al.
Publicado: (2026)
por: Cong, Longwei, et al.
Publicado: (2026)
Direct Confidence Alignment: Aligning Verbalized Confidence with Internal Confidence In Large Language Models
por: Zhang, Glenn, et al.
Publicado: (2025)
por: Zhang, Glenn, et al.
Publicado: (2025)
FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning
por: Kim, Seunghee, et al.
Publicado: (2024)
por: Kim, Seunghee, et al.
Publicado: (2024)
Let the Model Distribute Its Doubt: Confidence Estimation through Verbalized Probability Distribution
por: Wang, Ante, et al.
Publicado: (2025)
por: Wang, Ante, et al.
Publicado: (2025)
On the Robustness of Verbal Confidence of LLMs in Adversarial Attacks
por: Obadinma, Stephen, et al.
Publicado: (2025)
por: Obadinma, Stephen, et al.
Publicado: (2025)
Are LLM Decisions Faithful to Verbal Confidence?
por: Wang, Jiawei, et al.
Publicado: (2026)
por: Wang, Jiawei, et al.
Publicado: (2026)
Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models
por: Lee, Hwiyeong, et al.
Publicado: (2025)
por: Lee, Hwiyeong, et al.
Publicado: (2025)
Analysis of Multi-Source Language Training in Cross-Lingual Transfer
por: Lim, Seong Hoon, et al.
Publicado: (2024)
por: Lim, Seong Hoon, et al.
Publicado: (2024)
RAISE: Enhancing Scientific Reasoning in LLMs via Step-by-Step Retrieval
por: Oh, Minhae, et al.
Publicado: (2025)
por: Oh, Minhae, et al.
Publicado: (2025)
Calibrating Verbalized Confidence with Self-Generated Distractors
por: Wang, Victor, et al.
Publicado: (2025)
por: Wang, Victor, et al.
Publicado: (2025)
MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation
por: Lee, Jungyeon, et al.
Publicado: (2025)
por: Lee, Jungyeon, et al.
Publicado: (2025)
Are Large Language Models More Honest in Their Probabilistic or Verbalized Confidence?
por: Ni, Shiyu, et al.
Publicado: (2024)
por: Ni, Shiyu, et al.
Publicado: (2024)
Influential Training Data Retrieval for Explaining Verbalized Confidence of LLMs
por: Xia, Yuxi, et al.
Publicado: (2026)
por: Xia, Yuxi, et al.
Publicado: (2026)
Latent Preference Modeling for Cross-Session Personalized Tool Calling
por: Yoon, Yejin, et al.
Publicado: (2026)
por: Yoon, Yejin, et al.
Publicado: (2026)
Subgraph-Aware Training of Language Models for Knowledge Graph Completion Using Structure-Aware Contrastive Learning
por: Ko, Youmin, et al.
Publicado: (2024)
por: Ko, Youmin, et al.
Publicado: (2024)
Wired for Overconfidence: A Mechanistic Perspective on Inflated Verbalized Confidence in LLMs
por: Zhao, Tianyi, et al.
Publicado: (2026)
por: Zhao, Tianyi, et al.
Publicado: (2026)
How do LLMs Compute Verbal Confidence
por: Kumaran, Dharshan, et al.
Publicado: (2026)
por: Kumaran, Dharshan, et al.
Publicado: (2026)
Verbalized Confidence Triggers Self-Verification: Emergent Behavior Without Explicit Reasoning Supervision
por: Jang, Chaeyun, et al.
Publicado: (2025)
por: Jang, Chaeyun, et al.
Publicado: (2025)
Superficial Success vs. Internal Breakdown: An Empirical Study of Generalization in Adaptive Multi-Agent Systems
por: So, Namyoung, et al.
Publicado: (2026)
por: So, Namyoung, et al.
Publicado: (2026)
NAACL: Noise-AwAre Verbal Confidence Calibration for Robust LLMs in RAG Systems
por: Liu, Jiayu, et al.
Publicado: (2026)
por: Liu, Jiayu, et al.
Publicado: (2026)
Evaluating and Calibrating LLM Confidence on Questions with Multiple Correct Answers
por: Wang, Yuhan, et al.
Publicado: (2026)
por: Wang, Yuhan, et al.
Publicado: (2026)
Hyper-CL: Conditioning Sentence Representations with Hypernetworks
por: Yoo, Young Hyun, et al.
Publicado: (2024)
por: Yoo, Young Hyun, et al.
Publicado: (2024)
OmniACBench: A Benchmark for Evaluating Context-Grounded Acoustic Control in Omni-Modal Models
por: Kim, Seunghee, et al.
Publicado: (2026)
por: Kim, Seunghee, et al.
Publicado: (2026)
When to Speak, When to Abstain: Contrastive Decoding with Abstention
por: Kim, Hyuhng Joon, et al.
Publicado: (2024)
por: Kim, Hyuhng Joon, et al.
Publicado: (2024)
ConfTuner: Training Large Language Models to Express Their Confidence Verbally
por: Li, Yibo, et al.
Publicado: (2025)
por: Li, Yibo, et al.
Publicado: (2025)
ORCE: Order-Aware Alignment of Verbalized Confidence in Large Language Models
por: Li, Chen, et al.
Publicado: (2026)
por: Li, Chen, et al.
Publicado: (2026)
Can Confidence Estimates Decide When Chain-of-Thought Is Necessary for LLMs?
por: Lewis-Lim, Samuel, et al.
Publicado: (2025)
por: Lewis-Lim, Samuel, et al.
Publicado: (2025)
BlendX: Complex Multi-Intent Detection with Blended Patterns
por: Yoon, Yejin, et al.
Publicado: (2024)
por: Yoon, Yejin, et al.
Publicado: (2024)
Reasoning Models Better Express Their Confidence
por: Yoon, Dongkeun, et al.
Publicado: (2025)
por: Yoon, Dongkeun, et al.
Publicado: (2025)
No Reader Left Behind: Multi-Agent Summaries Everyone Can Understand
por: Jung, Jimin, et al.
Publicado: (2026)
por: Jung, Jimin, et al.
Publicado: (2026)
KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking
por: Kim, Juyeon, et al.
Publicado: (2025)
por: Kim, Juyeon, et al.
Publicado: (2025)
LoVeC: Reinforcement Learning for Better Verbalized Confidence in Long-Form Generations
por: Zhang, Caiqi, et al.
Publicado: (2025)
por: Zhang, Caiqi, et al.
Publicado: (2025)
Memorization or Reasoning? Exploring the Idiom Understanding of LLMs
por: Kim, Jisu, et al.
Publicado: (2025)
por: Kim, Jisu, et al.
Publicado: (2025)
Neologism Learning for Controllability and Self-Verbalization
por: Hewitt, John, et al.
Publicado: (2025)
por: Hewitt, John, et al.
Publicado: (2025)
Confidence-Guided Stepwise Model Routing for Cost-Efficient Reasoning
por: Lee, Sangmook, et al.
Publicado: (2025)
por: Lee, Sangmook, et al.
Publicado: (2025)
Unveiling the Limits of Large Language Models in Inferring Pragmatic Meaning from Non-Verbal Responses
por: Eo, Sugyeong, et al.
Publicado: (2026)
por: Eo, Sugyeong, et al.
Publicado: (2026)
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs
por: Kim, Jaehyung, et al.
Publicado: (2024)
por: Kim, Jaehyung, et al.
Publicado: (2024)
Ejemplares similares
-
Revisiting the Impact of Pursuing Modularity for Code Generation
por: Kang, Deokyeong, et al.
Publicado: (2024) -
Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech
por: Woo, Sang Hoon, et al.
Publicado: (2025) -
On Verbalized Confidence Scores for LLMs
por: Yang, Daniel, et al.
Publicado: (2024) -
Confidence Estimation in Automatic Short Answer Grading with LLMs
por: Cong, Longwei, et al.
Publicado: (2026) -
Direct Confidence Alignment: Aligning Verbalized Confidence with Internal Confidence In Large Language Models
por: Zhang, Glenn, et al.
Publicado: (2025)