Research

Papers for “question answering”

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

Title	Authors	Year	Source
RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering	Cunxiang Wang, Haofei Yu, Yue Zhang	2023	arxiv 2305.17041
Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings	Shafiq Joty, Lluis Marquez, Preslav Nakov	2018	arxiv 1809.08928
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering	Shuyang Li, Jin Cao, Mukund Sridhar	2021	arxiv 2101.08333
Bridging Vision Language Models and Symbolic Grounding for Video Question Answering	Haodi Ma, Vyom Pathak, Daisy Zhe Wang	2025	arxiv 2509.11862
A Deep Learning Approach for Expert Identification in Question Answering Communities	Chen Zheng, Shuangfei Zhai, Zhongfei Zhang	2017	arxiv 1711.05350
TM-PATHVQA:90000+ Textless Multilingual Questions for Medical Visual Question Answering	Tonmoy Rajkhowa, Amartya Roy Chowdhury, Sankalp Nagaonkar	2024	arxiv 2407.11383
Preference-based Learning with Retrieval Augmented Generation for Conversational Question Answering	Magdalena Kaiser, Gerhard Weikum	2025	arxiv 2503.22303
How question quality drives Web performance in community question answering sites	Alyssa Shuang Sha, Yingnan Shi, Armin Haller	2020	arxiv 2012.06263
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering	Jing Zhang, Xiaokang Zhang, Jifan Yu	2022	arxiv 2202.13296
Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge	Kaixin Ma, Hao Cheng, Xiaodong Liu	2022	arxiv 2210.12338
Building Chatbots from Forum Data: Model Selection Using Question Answering Metrics	Martin Boyanov, Ivan Koychev, Preslav Nakov	2017	arxiv 1710.00689
Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering	Jinhyuk Lee, Seongjun Yun, Hyunjae Kim	2018	arxiv 1810.00494
AutoKG: Constructing Virtual Knowledge Graphs from Unstructured Documents for Question Answering	Seunghak Yu, Tianxing He, James Glass	2020	arxiv 2008.08995
FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain	Yanis Labrak, Adrien Bazoge, Richard Dufour	2023	arxiv 2304.04280
Chain-of-Skills: A Configurable Model for Open-domain Question Answering	Kaixin Ma, Hao Cheng, Yu Zhang	2023	arxiv 2305.03130
Expanding End-to-End Question Answering on Differentiable Knowledge Graphs with Intersection	Priyanka Sen, Amir Saffari, Armin Oliya	2021	arxiv 2109.05808
Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering	Georgios Sidiropoulos, Nikos Voskarides, Svitlana Vakulenko	2021	arxiv 2106.08433
What's Different between Visual Question Answering for Machine "Understanding" Versus for Accessibility?	Yang Trista Cao, Kyle Seelman, Kyungjun Lee	2022	arxiv 2210.14966
LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection	Zhuo Chen, Yufeng Huang, Jiaoyan Chen	2022	arxiv 2207.12888
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering	Viktoriia Chekalina, Anton Razzhigaev, Albert Sayapin	2022	arxiv 2204.10629

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