Black-box Model Ensembling for Textual and Visual Question Answering via Information Fusion
Fuente:
arXiv
Saved in:
| Main Authors: | Xia, Yuxi, Zaporojets, Kilm, Roth, Benjamin |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering
by: Wang, Yubo, et al.
Published: (2023)
by: Wang, Yubo, et al.
Published: (2023)
Dynamic Clue Bottlenecks: Towards Interpretable-by-Design Visual Question Answering
by: Fu, Xingyu, et al.
Published: (2023)
by: Fu, Xingyu, et al.
Published: (2023)
Multimodal Reranking for Knowledge-Intensive Visual Question Answering
by: Wen, Haoyang, et al.
Published: (2024)
by: Wen, Haoyang, et al.
Published: (2024)
Multimodal Commonsense Knowledge Distillation for Visual Question Answering
by: Yang, Shuo, et al.
Published: (2024)
by: Yang, Shuo, et al.
Published: (2024)
Structural Deep Encoding for Table Question Answering
by: Mouravieff, Raphaël, et al.
Published: (2025)
by: Mouravieff, Raphaël, et al.
Published: (2025)
Open Domain Question Answering with Conflicting Contexts
by: Liu, Siyi, et al.
Published: (2024)
by: Liu, Siyi, et al.
Published: (2024)
Rationale-guided Prompting for Knowledge-based Visual Question Answering
by: Hu, Zhongjian, et al.
Published: (2024)
by: Hu, Zhongjian, et al.
Published: (2024)
Declarative Knowledge Distillation from Large Language Models for Visual Question Answering Datasets
by: Eiter, Thomas, et al.
Published: (2024)
by: Eiter, Thomas, et al.
Published: (2024)
Multi-Agents Based on Large Language Models for Knowledge-based Visual Question Answering
by: Hu, Zhongjian, et al.
Published: (2024)
by: Hu, Zhongjian, et al.
Published: (2024)
Temporal-Aware Heterogeneous Graph Reasoning with Multi-View Fusion for Temporal Question Answering
by: Wen, Wuzhenghong, et al.
Published: (2026)
by: Wen, Wuzhenghong, et al.
Published: (2026)
Memory-Augmented Knowledge Fusion with Safety-Aware Decoding for Domain-Adaptive Question Answering
by: Fu, Lei, et al.
Published: (2025)
by: Fu, Lei, et al.
Published: (2025)
Autofocus Retrieval: An Effective Pipeline for Multi-Hop Question Answering With Semi-Structured Knowledge
by: Boer, Derian, et al.
Published: (2025)
by: Boer, Derian, et al.
Published: (2025)
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering
by: Chen, Zixin, et al.
Published: (2025)
by: Chen, Zixin, et al.
Published: (2025)
Influences on LLM Calibration: A Study of Response Agreement, Loss Functions, and Prompt Styles
by: Xia, Yuxi, et al.
Published: (2025)
by: Xia, Yuxi, et al.
Published: (2025)
Exploring the Robustness of Language Models for Tabular Question Answering via Attention Analysis
by: Bhandari, Kushal Raj, et al.
Published: (2024)
by: Bhandari, Kushal Raj, et al.
Published: (2024)
CURE: Confidence-driven Unified Reasoning Ensemble Framework for Medical Question Answering
by: Elshaer, Ziad, et al.
Published: (2025)
by: Elshaer, Ziad, et al.
Published: (2025)
Mined Prompting and Metadata-Guided Generation for Wound Care Visual Question Answering
by: Durgapraveen, Bavana, et al.
Published: (2025)
by: Durgapraveen, Bavana, et al.
Published: (2025)
Hallucination Benchmark in Medical Visual Question Answering
by: Wu, Jinge, et al.
Published: (2024)
by: Wu, Jinge, et al.
Published: (2024)
Training LLMs with Reinforcement Learning for Intent-Aware Personalized Question Answering
by: Amirizaniani, Maryam, et al.
Published: (2026)
by: Amirizaniani, Maryam, et al.
Published: (2026)
Differentiating Choices via Commonality for Multiple-Choice Question Answering
by: Deng, Wenqing, et al.
Published: (2024)
by: Deng, Wenqing, et al.
Published: (2024)
GlobalRAG: Enhancing Global Reasoning in Multi-hop Question Answering via Reinforcement Learning
by: Luo, Jinchang, et al.
Published: (2025)
by: Luo, Jinchang, et al.
Published: (2025)
MIST: Jailbreaking Black-box Large Language Models via Iterative Semantic Tuning
by: Zheng, Muyang, et al.
Published: (2025)
by: Zheng, Muyang, et al.
Published: (2025)
Multi-Agent VQA: Exploring Multi-Agent Foundation Models in Zero-Shot Visual Question Answering
by: Jiang, Bowen, et al.
Published: (2024)
by: Jiang, Bowen, et al.
Published: (2024)
Efficient Medical Question Answering with Knowledge-Augmented Question Generation
by: Khlaut, Julien, et al.
Published: (2024)
by: Khlaut, Julien, et al.
Published: (2024)
Mitigating Knowledge Conflicts in Language Model-Driven Question Answering
by: Cao, Han, et al.
Published: (2024)
by: Cao, Han, et al.
Published: (2024)
Uncertainty Estimation of Large Language Models in Medical Question Answering
by: Wu, Jiaxin, et al.
Published: (2024)
by: Wu, Jiaxin, et al.
Published: (2024)
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering
by: Adlakha, Vaibhav, et al.
Published: (2023)
by: Adlakha, Vaibhav, et al.
Published: (2023)
GSQA: An End-to-End Model for Generative Spoken Question Answering
by: Shih, Min-Han, et al.
Published: (2023)
by: Shih, Min-Han, et al.
Published: (2023)
Multilingual Medical Reasoning for Question Answering with Large Language Models
by: Ferrazzi, Pietro, et al.
Published: (2025)
by: Ferrazzi, Pietro, et al.
Published: (2025)
TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction
by: Li, Shuo, et al.
Published: (2023)
by: Li, Shuo, et al.
Published: (2023)
General Table Question Answering via Answer-Formula Joint Generation
by: Wang, Zhongyuan, et al.
Published: (2025)
by: Wang, Zhongyuan, et al.
Published: (2025)
Continual Dialogue State Tracking via Example-Guided Question Answering
by: Cho, Hyundong, et al.
Published: (2023)
by: Cho, Hyundong, et al.
Published: (2023)
Conformal Sets in Multiple-Choice Question Answering under Black-Box Settings with Provable Coverage Guarantees
by: Yang, Guang, et al.
Published: (2025)
by: Yang, Guang, et al.
Published: (2025)
SensorQA: A Question Answering Benchmark for Daily-Life Monitoring
by: Reichman, Benjamin, et al.
Published: (2025)
by: Reichman, Benjamin, et al.
Published: (2025)
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs
by: Kim, Minsang, et al.
Published: (2024)
by: Kim, Minsang, et al.
Published: (2024)
Long-Span Question-Answering: Automatic Question Generation and QA-System Ranking via Side-by-Side Evaluation
by: Bohnet, Bernd, et al.
Published: (2024)
by: Bohnet, Bernd, et al.
Published: (2024)
Towards Robust Extractive Question Answering Models: Rethinking the Training Methodology
by: Tran, Son Quoc, et al.
Published: (2024)
by: Tran, Son Quoc, et al.
Published: (2024)
Cost-efficient Knowledge-based Question Answering with Large Language Models
by: Dong, Junnan, et al.
Published: (2024)
by: Dong, Junnan, et al.
Published: (2024)
Leveraging Large Language Models in Code Question Answering: Baselines and Issues
by: Andryushchenko, Georgy, et al.
Published: (2024)
by: Andryushchenko, Georgy, et al.
Published: (2024)
Collaboration among Multiple Large Language Models for Medical Question Answering
by: Shang, Kexin, et al.
Published: (2025)
by: Shang, Kexin, et al.
Published: (2025)
Similar Items
-
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering
by: Wang, Yubo, et al.
Published: (2023) -
Dynamic Clue Bottlenecks: Towards Interpretable-by-Design Visual Question Answering
by: Fu, Xingyu, et al.
Published: (2023) -
Multimodal Reranking for Knowledge-Intensive Visual Question Answering
by: Wen, Haoyang, et al.
Published: (2024) -
Multimodal Commonsense Knowledge Distillation for Visual Question Answering
by: Yang, Shuo, et al.
Published: (2024) -
Structural Deep Encoding for Table Question Answering
by: Mouravieff, Raphaël, et al.
Published: (2025)