Cover Image

Revisiting Greedy Decoding for Visual Question Answering: A Calibration Perspective

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Boqi, Liu, Xudong, Ao, Yunke, Qiu, Jianing
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

Mask What Matters: Mitigating Object Hallucinations in Multimodal Large Language Models with Object-Aligned Visual Contrastive Decoding
by: Chen, Boqi, et al.
Published: (2026)

MEDSYN: Benchmarking Multi-EviDence SYNthesis in Complex Clinical Cases for Multimodal Large Language Models
by: Chen, Boqi, et al.
Published: (2026)

GCoT-Decoding: Unlocking Deep Reasoning Paths for Universal Question Answering
by: Luo, Guanran, et al.
Published: (2026)

Question Calibration and Multi-Hop Modeling for Temporal Question Answering
by: Xue, Chao, et al.
Published: (2024)

On the Calibration of Multilingual Question Answering LLMs
by: Yang, Yahan, et al.
Published: (2023)

Code-Style In-Context Learning for Knowledge-Based Question Answering
by: Nie, Zhijie, et al.
Published: (2023)

Relevance-aware Multi-context Contrastive Decoding for Retrieval-augmented Visual Question Answering
by: Kim, Jongha, et al.
Published: (2026)

Selectively Answering Visual Questions
by: Eisenschlos, Julian Martin, et al.
Published: (2024)

NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens
by: Wang, Cunxiang, et al.
Published: (2024)

Efficient Multimodal Planning Agent for Visual Question-Answering
by: Chen, Zhuo, et al.
Published: (2026)

Calibrated Large Language Models for Binary Question Answering
by: Giovannotti, Patrizio, et al.
Published: (2024)

An Entity Linking Agent for Question Answering
by: Luo, Yajie, et al.
Published: (2025)

EVJVQA Challenge: Multilingual Visual Question Answering
by: Nguyen, Ngan Luu-Thuy, et al.
Published: (2023)

QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering
by: Ouyang, Sheng, et al.
Published: (2024)

AIM: Asymmetric Information Masking for Visual Question Answering Continual Learning
by: Zhang, Peifeng, et al.
Published: (2026)

Knowledge-Based Counterfactual Queries for Visual Question Answering
by: Stoikou, Theodoti, et al.
Published: (2023)

LIVE: Learnable In-Context Vector for Visual Question Answering
by: Peng, Yingzhe, et al.
Published: (2024)

DARE: Diverse Visual Question Answering with Robustness Evaluation
by: Sterz, Hannah, et al.
Published: (2024)

Calibrated Confidence Estimation for Tabular Question Answering
by: Voss, Lukas
Published: (2026)

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

Token Constraint Decoding Improves Robustness on Question Answering for Large Language Models
by: Yao, Jui-Ming, et al.
Published: (2025)

A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering
by: Li, Yunxin, et al.
Published: (2023)

Rethinking Information Synthesis in Multimodal Question Answering A Multi-Agent Perspective
by: Rajput, Krishna Singh, et al.
Published: (2025)

Memory-Augmented Knowledge Fusion with Safety-Aware Decoding for Domain-Adaptive Question Answering
by: Fu, Lei, et al.
Published: (2025)

Beyond Static: Related Questions Retrieval Through Conversations in Community Question Answering
by: Ao, Xiao, et al.
Published: (2026)

Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering
by: Akimoto, Kosuke, et al.
Published: (2024)

A Gaze-grounded Visual Question Answering Dataset for Clarifying Ambiguous Japanese Questions
by: Inadumi, Shun, et al.
Published: (2024)

Computed Tomography Visual Question Answering with Cross-modal Feature Graphing
by: Tian, Yuanhe, et al.
Published: (2025)

Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning
by: Jiang, Songtao, et al.
Published: (2025)

BERAG: Bayesian Ensemble Retrieval-Augmented Generation for Knowledge-based Visual Question Answering
by: Chen, Jinghong, et al.
Published: (2026)

Compositional Consistency-Guided Decoding for Three-Way Logical Question Answering
by: Huang, Tianyi, et al.
Published: (2026)

Hallucination Benchmark in Medical Visual Question Answering
by: Wu, Jinge, et al.
Published: (2024)

An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering
by: Murphy, Alexander, et al.
Published: (2025)

OWLViz: An Open-World Benchmark for Visual Question Answering
by: Nguyen, Thuy, et al.
Published: (2025)

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)

Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering
by: Jiang, Songtao, et al.
Published: (2025)

Benchmarking Uncertainty Calibration in Large Language Model Long-Form Question Answering
by: Müller, Philip, et al.
Published: (2026)

OpenTable-R1: A Reinforcement Learning Augmented Tool Agent for Open-Domain Table Question Answering
by: Qiu, Zipeng
Published: (2025)

Intrinsic Subgraph Generation for Interpretable Graph based Visual Question Answering
by: Tilli, Pascal, et al.
Published: (2024)