Research

Papers for “question answering”

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

Title	Authors	Year	Source
Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey	Jiayi Kuang, Jingyou Xie, Haohao Luo	2024	arxiv 2411.17558
Enhancing textual textbook question answering with large language models and retrieval augmented generation	Hessa Abdulrahman Alawwad, Areej Alhothali, Usman Naseem	2024	arxiv 2402.05128
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering	Yumeng Wang, Zhiyuan Fan, Qingyun Wang	2025	arxiv 2501.18457
F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering	Hendrik Schuff, Heike Adel, Ngoc Thang Vu	2020	arxiv 2010.06283
RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering	Srinivasan Iyer, Sewon Min, Yashar Mehdad	2020	arxiv 2010.10757
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval	Nengzheng Jin, Dongfang Li, Junying Chen	2023	arxiv 2309.10506
Long Story Short: a Summarize-then-Search Method for Long Video Question Answering	Jiwan Chung, Youngjae Yu	2023	arxiv 2311.01233
Dataset and Neural Recurrent Sequence Labeling Model for Open-Domain Factoid Question Answering	Peng Li, Wei Li, Zhengyan He	2016	arxiv 1607.06275
Gaussian Attention Model and Its Application to Knowledge Base Embedding and Question Answering	Liwen Zhang, John Winn, Ryota Tomioka	2016	arxiv 1611.02266
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering	Peter Anderson, Xiaodong He, Chris Buehler	2017	arxiv 1707.07998
TAG-EQA: Text-And-Graph for Event Question Answering via Structured Prompting Strategies	Maithili Kadam, Francis Ferraro	2025	arxiv 2510.01391
PerMedCQA: Benchmarking Large Language Models on Medical Consumer Question Answering in Persian Language	Naghmeh Jamali, Milad Mohammadi, Danial Baledi	2025	arxiv 2505.18331
No Shortcuts to Culture: Indonesian Multi-hop Question Answering for Complex Cultural Understanding	Vynska Amalia Permadi, Xingwei Tan, Nafise Sadat Moosavi	2026	arxiv 2602.03709
VOILA: Value-of-Information Guided Fidelity Selection for Cost-Aware Multimodal Question Answering	Rahul Atul Bhope, K. R. Jayaram, Vinod Muthusamy	2026	arxiv 2602.03007
ReasonTabQA: A Comprehensive Benchmark for Table Question Answering from Real World Industrial Scenarios	Changzai Pan, Jie Zhang, Kaiwen Wei	2026	arxiv 2601.07280
MaS-VQA: A Mask-and-Select Framework for Knowledge-Based Visual Question Answering	Xianwei Mao, Kai Ye, Sheng Zhou	2026	arxiv 2602.15915
OmniRAG-Agent: Agentic Omnimodal Reasoning for Low-Resource Long Audio-Video Question Answering	Yifan Zhu, Xinyu Mu, Tao Feng	2026	arxiv 2602.03707
Empirical Evaluation of PDF Parsing and Chunking for Financial Question Answering with RAG	Omar El Bachyr, Yewei Song, Saad Ezzini	2026	arxiv 2604.12047
NeuroSymActive: Differentiable Neural-Symbolic Reasoning with Active Exploration for Knowledge Graph Question Answering	Rong Fu, Yang Li, Zeyu Zhang	2026	arxiv 2602.15353
Improving the Question Answering Quality using Answer Candidate Filtering based on Natural-Language Features	Aleksandr Gashkov, Aleksandr Perevalov, Maria Eltsova	2021	arxiv 2112.05452

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