Cover Image

BERAG: Bayesian Ensemble Retrieval-Augmented Generation for Knowledge-based Visual Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Jinghong, Mei, Jingbiao, Yang, Guangyu, Byrne, Bill
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Retrieval-Augmented Defense: Adaptive and Controllable Jailbreak Prevention for Large Language Models
by: Yang, Guangyu, et al.
Published: (2025)

Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection
by: Mei, Jingbiao, et al.
Published: (2025)

PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal Retrievers
by: Lin, Weizhe, et al.
Published: (2024)

On Extending Direct Preference Optimization to Accommodate Ties
by: Chen, Jinghong, et al.
Published: (2024)

Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning
by: Mei, Jingbiao, et al.
Published: (2023)

Control-DAG: Constrained Decoding for Non-Autoregressive Directed Acyclic T5 using Weighted Finite State Automata
by: Chen, Jinghong, et al.
Published: (2024)

According to Me: Long-Term Personalized Referential Memory QA
by: Mei, Jingbiao, et al.
Published: (2026)

Direct Preference Optimization for Neural Machine Translation with Minimum Bayes Risk Decoding
by: Yang, Guangyu, et al.
Published: (2023)

ExPO-HM: Learning to Explain-then-Detect for Hateful Meme Detection
by: Mei, Jingbiao, et al.
Published: (2025)

Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering
by: Ning, Yunfeng, et al.
Published: (2025)

MKRAG: Medical Knowledge Retrieval Augmented Generation for Medical Question Answering
by: Shi, Yucheng, et al.
Published: (2023)

KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering
by: Sun, Yushi, et al.
Published: (2025)

Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision
by: Christmann, Philipp, et al.
Published: (2024)

Cross-modal Retrieval for Knowledge-based Visual Question Answering
by: Lerner, Paul, et al.
Published: (2024)

ReAG: Reasoning-Augmented Generation for Knowledge-based Visual Question Answering
by: Compagnoni, Alberto, et al.
Published: (2025)

PDF Retrieval Augmented Question Answering
by: Hoang, Thi Thu Uyen, et al.
Published: (2025)

XRAG: Cross-lingual Retrieval-Augmented Generation
by: Liu, Wei, et al.
Published: (2025)

Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering
by: Kaiser, Magdalena, et al.
Published: (2025)

Few-Shot VQA with Frozen LLMs: A Tale of Two Approaches
by: Sterner, Igor, et al.
Published: (2024)

Rationale-Guided Retrieval Augmented Generation for Medical Question Answering
by: Sohn, Jiwoong, et al.
Published: (2024)

Federated Retrieval Augmented Generation for Multi-Product Question Answering
by: Shojaee, Parshin, et al.
Published: (2025)

Quebec Automobile Insurance Question-Answering With Retrieval-Augmented Generation
by: Beauchemin, David, et al.
Published: (2024)

Efficient Medical Question Answering with Knowledge-Augmented Question Generation
by: Khlaut, Julien, et al.
Published: (2024)

Understanding Retrieval Augmentation for Long-Form Question Answering
by: Chen, Hung-Ting, et al.
Published: (2023)

Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
by: Shi, Zhengliang, et al.
Published: (2024)

Uncertainty Quantification in Retrieval Augmented Question Answering
by: Perez-Beltrachini, Laura, et al.
Published: (2025)

Plan of Knowledge: Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering
by: Qian, Xinying, et al.
Published: (2025)

Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering
by: Xu, Zhentao, et al.
Published: (2024)

RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering
by: Zhang, Zihan, et al.
Published: (2024)

Rationale-guided Prompting for Knowledge-based Visual Question Answering
by: Hu, Zhongjian, et al.
Published: (2024)

Transformer Tafsir at QIAS 2025 Shared Task: Hybrid Retrieval-Augmented Generation for Islamic Knowledge Question Answering
by: Ahmad, Muhammad Abu, et al.
Published: (2025)

Answerability in Retrieval-Augmented Open-Domain Question Answering
by: Abdumalikov, Rustam, et al.
Published: (2024)

Reasoning in Trees: Improving Retrieval-Augmented Generation for Multi-Hop Question Answering
by: Shi, Yuling, et al.
Published: (2026)

Benchmarking Retrieval-Augmented Multimodal Generation for Document Question Answering
by: Dong, Kuicai, et al.
Published: (2025)

Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering
by: Cocchi, Federico, et al.
Published: (2024)

Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts
by: Chen, Zhuo, et al.
Published: (2024)

KaPQA: Knowledge-Augmented Product Question-Answering
by: Eppalapally, Swetha, et al.
Published: (2024)

Retrieval Augmented Generation for Domain-specific Question Answering
by: Sharma, Sanat, et al.
Published: (2024)

Agentic Retrieval-Augmented Generation for Financial Document Question Answering
by: Shu, Yang, et al.
Published: (2026)

K-COMP: Retrieval-Augmented Medical Domain Question Answering With Knowledge-Injected Compressor
by: Cho, Jeonghun, et al.
Published: (2025)