Research

Papers for “question answering”

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

Title	Authors	Year	Source
Agentic Retrieval-Augmented Generation for Financial Document Question Answering	Yang Shu, Yingmin Liu, Zequn Xie	2026	arxiv 2605.05409
OCC-RAG: Optimal Cognitive Core for Faithful Question Answering	Maksim Savkin, Mikhail Goncharov, Alexander Gambashidze	2026	arxiv 2606.00683
Retrieving Supporting Evidence for Generative Question Answering	Siqing Huo, Negar Arabzadeh, Charles L. A. Clarke	2023	arxiv 2309.11392
Accurate Table Question Answering with Accessible LLMs	Yangfan Jiang, Fei Wei, Ergute Bao	2026	arxiv 2601.03137
Make a Choice! Knowledge Base Question Answering with In-Context Learning	Chuanyuan Tan, Yuehe Chen, Wenbiao Shao	2023	arxiv 2305.13972
Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering	Peifeng Wang, Nanyun Peng, Filip Ilievski	2020	arxiv 2005.00691
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning	Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari	2020	arxiv 2010.15877
Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning	Jon Ander Campos, Kyunghyun Cho, Arantxa Otegi	2020	arxiv 2011.00615
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering	Zhuoqian Yang, Zengchang Qin, Jing Yu	2018	arxiv 1812.09681
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition	Andy T. Liu, Wei Xiao, Henghui Zhu	2022	arxiv 2203.01543
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering	Jianing Wang, Chengyu Wang, Minghui Qiu	2022	arxiv 2205.03071
Bayesian Networks for Named Entity Prediction in Programming Community Question Answering	Alexey Gorbatovski, Sergey Kovalchuk	2023	arxiv 2302.13253
BQA: Body Language Question Answering Dataset for Video Large Language Models	Shintaro Ozaki, Kazuki Hayashi, Miyu Oba	2024	arxiv 2410.13206
Analyzing the Sensitivity of Vision Language Models in Visual Question Answering	Monika Shah, Sudarshan Balaji, Somdeb Sarkhel	2025	arxiv 2507.21335
Mixture of Rationale: Multi-Modal Reasoning Mixture for Visual Question Answering	Tao Li, Linjun Shou, Xuejun Liu	2024	arxiv 2406.01402
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints	Yuxiang Wu, Pasquale Minervini, Pontus Stenetorp	2021	arxiv 2107.02102
On the Transferability of Minimal Prediction Preserving Inputs in Question Answering	Shayne Longpre, Yi Lu, Christopher DuBois	2020	arxiv 2009.08070
Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering	Lei Shi, Shijie Geng, Kai Shuang	2020	arxiv 2001.05840
A Question-Centric Model for Visual Question Answering in Medical Imaging	Minh H. Vu, Tommy Löfstedt, Tufve Nyholm	2020	arxiv 2003.08760
SPARQL Generation with Entity Pre-trained GPT for KG Question Answering	Diego Bustamante, Hideaki Takeda	2024	arxiv 2402.00969

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