Research

Papers for “question answering”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
An Empirical Analysis of Continual Learning for Heterogeneous Medical Visual Question Answering	Mai A. Shaaban, Tausifa Jan Saleem, Alaa Mohamed	2026	arxiv 2607.12048
AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering	Andreas Evangelatos, Giorgos Filandrianos, Maria Lymperaiou	2025	arxiv 2503.00435
IITP at MEDIQA 2019: Systems Report for Natural Language Inference, Question Entailment and Question Answering	Dibyanayan Bandyopadhyay, Baban Gain, Tanik Saikh	2019	arxiv 1906.06332
BARTPhoBEiT: Pre-trained Sequence-to-Sequence and Image Transformers Models for Vietnamese Visual Question Answering	Khiem Vinh Tran, Kiet Van Nguyen, Ngan Luu Thuy Nguyen	2023	arxiv 2307.15335
Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study	Hai Ye, Yuyang Ding, Juntao Li	2023	arxiv 2302.04618
COVID-19 event extraction from Twitter via extractive question answering with continuous prompts	Yuhang Jiang, Ramakanth Kavuluru	2023	arxiv 2303.10659
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering	Wissam Siblini, Mohamed Challal, Charlotte Pasqual	2020	arxiv 2010.08422
Augmenting Visual Question Answering with Semantic Frame Information in a Multitask Learning Approach	Mehrdad Alizadeh, Barbara Di Eugenio	2020	arxiv 2001.11673
Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering	Yu-Jung Heo, Eun-Sol Kim, Woo Suk Choi	2022	arxiv 2204.10448
AdaDocVQA: Adaptive Framework for Long Document Visual Question Answering in Low-Resource Settings	Haoxuan Li, Wei Song, Aofan Liu	2025	arxiv 2508.13606
VSA4VQA: Scaling a Vector Symbolic Architecture to Visual Question Answering on Natural Images	Anna Penzkofer, Lei Shi, Andreas Bulling	2024	arxiv 2405.03852
Towards Building a Robust Knowledge Intensive Question Answering Model with Large Language Models	Xingyun Hong, Yan Shao, Zhilin Wang	2024	arxiv 2409.05385
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs	Pierre Marion, Pawe\l Krzysztof Nowak, Francesco Piccinno	2021	arxiv 2109.00269
Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering	Fangkai Yang, Pu Zhao, Zezhong Wang	2023	arxiv 2305.11541
MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model	Le Zhang, Yihong Wu, Fengran Mo	2023	arxiv 2310.13265
Task Formulation Matters When Learning Continually: A Case Study in Visual Question Answering	Mavina Nikandrou, Lu Yu, Alessandro Suglia	2022	arxiv 2210.00044
SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering	Chyi-Jiunn Lin, Guan-Ting Lin, Yung-Sung Chuang	2024	arxiv 2401.13463
Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering	Federico Cocchi, Nicholas Moratelli, Marcella Cornia	2024	arxiv 2411.16863
RAG-VR: Leveraging Retrieval-Augmented Generation for 3D Question Answering in VR Environments	Shiyi Ding, Ying Chen	2025	arxiv 2504.08256
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions	Zhihan Zhang, Wenhao Yu, Zheng Ning	2023	arxiv 2305.14441

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