BELIEF: Structured Evidence Modeling and Uncertainty-Aware Fusion for Biomedical Question Answering
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Zong, Chang, Ning, Hao, Tang, Siliang, Huang, Jie, Wan, Jian |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
EvidenceMap: Learning Evidence Analysis to Unleash the Power of Small Language Models for Biomedical Question Answering
par: Zong, Chang, et autres
Publié: (2025)
par: Zong, Chang, et autres
Publié: (2025)
Towards Probabilistic Question Answering Over Tabular Data
par: Shen, Chen, et autres
Publié: (2025)
par: Shen, Chen, et autres
Publié: (2025)
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering
par: Zong, Chang, et autres
Publié: (2024)
par: Zong, Chang, et autres
Publié: (2024)
Biomedical Visual Instruction Tuning with Clinician Preference Alignment
par: Cui, Hejie, et autres
Publié: (2024)
par: Cui, Hejie, et autres
Publié: (2024)
Watermarking Large Language Models in Europe: Interpreting the AI Act in Light of Technology
par: Souverain, Thomas
Publié: (2025)
par: Souverain, Thomas
Publié: (2025)
An Iterative Optimizing Framework for Radiology Report Summarization with ChatGPT
par: Ma, Chong, et autres
Publié: (2023)
par: Ma, Chong, et autres
Publié: (2023)
In-Context Learning with Topological Information for Knowledge Graph Completion
par: Sehwag, Udari Madhushani, et autres
Publié: (2024)
par: Sehwag, Udari Madhushani, et autres
Publié: (2024)
Tatarstan Toponyms: A Bilingual Dataset and Hybrid RAG System for Geospatial Question Answering
par: Arabov, Mullosharaf K.
Publié: (2026)
par: Arabov, Mullosharaf K.
Publié: (2026)
Understanding the Uncertainty of LLM Explanations: A Perspective Based on Reasoning Topology
par: Da, Longchao, et autres
Publié: (2025)
par: Da, Longchao, et autres
Publié: (2025)
OPENXRD: A Comprehensive Benchmark Framework for LLM/MLLM XRD Question Answering
par: Vosoughi, Ali, et autres
Publié: (2025)
par: Vosoughi, Ali, et autres
Publié: (2025)
Localmax dynamics for attention in transformers and its asymptotic behavior
par: Cimetière, Henri, et autres
Publié: (2025)
par: Cimetière, Henri, et autres
Publié: (2025)
Position: Uncertainty Quantification in LLMs is Just Unsupervised Clustering
par: Chen, Tiejin, et autres
Publié: (2026)
par: Chen, Tiejin, et autres
Publié: (2026)
The Distributional Uncertainty of the SHAP score in Explainable Machine Learning
par: Cifuentes, Santiago, et autres
Publié: (2024)
par: Cifuentes, Santiago, et autres
Publié: (2024)
Bonsai: Interpretable Tree-Adaptive Grounded Reasoning
par: Sanders, Kate, et autres
Publié: (2025)
par: Sanders, Kate, et autres
Publié: (2025)
Ask2Loc: Learning to Locate Instructional Visual Answers by Asking Questions
par: Zong, Chang, et autres
Publié: (2025)
par: Zong, Chang, et autres
Publié: (2025)
Can Out-of-Distribution Evaluations Uncover Reliance on Shortcuts? A Case Study in Question Answering
par: Štefánik, Michal, et autres
Publié: (2025)
par: Štefánik, Michal, et autres
Publié: (2025)
When Evidence Conflicts: Uncertainty and Order Effects in Retrieval-Augmented Biomedical Question Answering
par: Han, Yikun, et autres
Publié: (2026)
par: Han, Yikun, et autres
Publié: (2026)
JAM: Controllable and Responsible Text Generation via Causal Reasoning and Latent Vector Manipulation
par: Huang, Yingbing, et autres
Publié: (2025)
par: Huang, Yingbing, et autres
Publié: (2025)
TIMER: Temporal Instruction Modeling and Evaluation for Longitudinal Clinical Records
par: Cui, Hejie, et autres
Publié: (2025)
par: Cui, Hejie, et autres
Publié: (2025)
FARSIQA: Faithful and Advanced RAG System for Islamic Question Answering
par: Asl, Mohammad Aghajani, et autres
Publié: (2025)
par: Asl, Mohammad Aghajani, et autres
Publié: (2025)
MORQA: Benchmarking Evaluation Metrics for Medical Open-Ended Question Answering
par: Yim, Wen-wai, et autres
Publié: (2025)
par: Yim, Wen-wai, et autres
Publié: (2025)
Large Language Models are Inconsistent and Biased Evaluators
par: Stureborg, Rickard, et autres
Publié: (2024)
par: Stureborg, Rickard, et autres
Publié: (2024)
Controllable Evidence Selection in Retrieval-Augmented Question Answering via Deterministic Utility Gating
par: Unda, Victor P.
Publié: (2026)
par: Unda, Victor P.
Publié: (2026)
A Question Answering Dataset for Temporal-Sensitive Retrieval-Augmented Generation
par: Chen, Ziyang, et autres
Publié: (2025)
par: Chen, Ziyang, et autres
Publié: (2025)
Enhancing Event Causality Identification with Rationale and Structure-Aware Causal Question Answering
par: Zhang, Baiyan, et autres
Publié: (2024)
par: Zhang, Baiyan, et autres
Publié: (2024)
ProSwitch: Knowledge-Guided Instruction Tuning to Switch Between Professional and Non-Professional Responses
par: Zong, Chang, et autres
Publié: (2024)
par: Zong, Chang, et autres
Publié: (2024)
On Immutable Memory Systems for Artificial Agents: A Blockchain-Indexed Automata-Theoretic Framework Using ECDH-Keyed Merkle Chains
par: Wright, Craig Steven
Publié: (2025)
par: Wright, Craig Steven
Publié: (2025)
LEGAL-UQA: A Low-Resource Urdu-English Dataset for Legal Question Answering
par: Faisal, Faizan, et autres
Publié: (2024)
par: Faisal, Faizan, et autres
Publié: (2024)
Enhancing Large Vision-Language Models with Layout Modality for Table Question Answering on Japanese Annual Securities Reports
par: Aida, Hayato, et autres
Publié: (2025)
par: Aida, Hayato, et autres
Publié: (2025)
A Collaborative Content Moderation Framework for Toxicity Detection based on Conformalized Estimates of Annotation Disagreement
par: Villate-Castillo, Guillermo, et autres
Publié: (2024)
par: Villate-Castillo, Guillermo, et autres
Publié: (2024)
MedTrust-RAG: Evidence Verification and Trust Alignment for Biomedical Question Answering
par: Ning, Yingpeng, et autres
Publié: (2025)
par: Ning, Yingpeng, et autres
Publié: (2025)
Evaluating Prompting Strategies for Chart Question Answering with Large Language Models
par: Naikar, Ruthuparna, et autres
Publié: (2026)
par: Naikar, Ruthuparna, et autres
Publié: (2026)
Scaling Accessible Mathematics on arXiv: HTML Conversion and MathML 4
par: Ginev, Deyan, et autres
Publié: (2026)
par: Ginev, Deyan, et autres
Publié: (2026)
Quantifying Genuine Awareness in Hallucination Prediction Beyond Question-Side Shortcuts
par: Seo, Yeongbin, et autres
Publié: (2025)
par: Seo, Yeongbin, et autres
Publié: (2025)
The Superalignment of Superhuman Intelligence with Large Language Models
par: Huang, Minlie, et autres
Publié: (2024)
par: Huang, Minlie, et autres
Publié: (2024)
Tailoring Vaccine Messaging with Common-Ground Opinions
par: Stureborg, Rickard, et autres
Publié: (2024)
par: Stureborg, Rickard, et autres
Publié: (2024)
Knowledge Distillation of Domain-adapted LLMs for Question-Answering in Telecom
par: Sen, Rishika, et autres
Publié: (2025)
par: Sen, Rishika, et autres
Publié: (2025)
Evasion Attacks Against Bayesian Predictive Models
par: Arce, Pablo G., et autres
Publié: (2025)
par: Arce, Pablo G., et autres
Publié: (2025)
PerkwE_COQA: Enhanced Persian Conversational Question Answering by combining contextual keyword extraction with Large Language Models
par: Moradbeiki, Pardis, et autres
Publié: (2024)
par: Moradbeiki, Pardis, et autres
Publié: (2024)
A Graph-based Approach for Multi-Modal Question Answering from Flowcharts in Telecom Documents
par: Soman, Sumit, et autres
Publié: (2025)
par: Soman, Sumit, et autres
Publié: (2025)
Documents similaires
-
EvidenceMap: Learning Evidence Analysis to Unleash the Power of Small Language Models for Biomedical Question Answering
par: Zong, Chang, et autres
Publié: (2025) -
Towards Probabilistic Question Answering Over Tabular Data
par: Shen, Chen, et autres
Publié: (2025) -
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering
par: Zong, Chang, et autres
Publié: (2024) -
Biomedical Visual Instruction Tuning with Clinician Preference Alignment
par: Cui, Hejie, et autres
Publié: (2024) -
Watermarking Large Language Models in Europe: Interpreting the AI Act in Light of Technology
par: Souverain, Thomas
Publié: (2025)