Research

Papers for “question answering”

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

Title	Authors	Year	Source
Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph	Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra	2018	arxiv 1801.10314
A Semi-supervised learning approach to enhance health care Community-based Question Answering: A case study in alcoholism	Papis Wongchaisuwat, Diego Klabjan, Siddhartha R. Jonnalagadda	2016	arxiv 1607.00706
DermaVQA-DAS: Dermatology Assessment Schema (DAS) & Datasets for Closed-Ended Question Answering & Segmentation in Patient-Generated Dermatology Images	Wen-wai Yim, Yujuan Fu, Asma Ben Abacha	2025	arxiv 2512.24340
Overview of the MedHopQA track at BioCreative IX: track description, participation and evaluation of systems for multi-hop medical question answering	Rezarta Islamaj, Joey Chan, Robert Leaman	2026	arxiv 2605.12313
How Far Can You Get Without a GPU? A Systematic Benchmark of Lightweight Hallucination Detection Across Question Answering, Dialogue, and Summarisation	Kriti Faujdar, Smit Kadvani	2026	arxiv 2606.29809
Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge	Aida Usmanova, Junbo Huang, Debayan Banerjee	2024	arxiv 2408.01453
Efficient Fine-Tuning Methods for Portuguese Question Answering: A Comparative Study of PEFT on BERTimbau and Exploratory Evaluation of Generative LLMs	Mariela M. Nina, Caio Veloso Costa, Lilian Berton	2026	arxiv 2603.21418
Graph based Question Answering System	Piyush Mital, Saurabh Agarwal, Bhargavi Neti	2018	arxiv 1812.01828
ESQA: Event Sequences Question Answering	Irina Abdullaeva, Andrei Filatov, Mikhail Orlov	2024	arxiv 2407.12833
Question Answering with Subgraph Embeddings	Antoine Bordes, Sumit Chopra, Jason Weston	2014	arxiv 1406.3676
Grover's Algorithm for Question Answering	A. D. Correia, M. Moortgat, H. T. C. Stoof	2021	arxiv 2106.05299
Two-Layer Retrieval-Augmented Generation Framework for Low-Resource Medical Question Answering Using Reddit Data: Proof-of-Concept Study	Sudeshna Das, Yao Ge, Yuting Guo	2024	arxiv 2405.19519
RS-MoE: A Vision-Language Model with Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering	Hui Lin, Danfeng Hong, Shuhang Ge	2024	arxiv 2411.01595
Toward Unsupervised Realistic Visual Question Answering	Yuwei Zhang, Chih-Hui Ho, Nuno Vasconcelos	2023	arxiv 2303.05068
Generating Rationales in Visual Question Answering	Hammad A. Ayyubi, Md. Mehrab Tanjim, Julian J. McAuley	2020	arxiv 2004.02032
Question Answering on Scholarly Knowledge Graphs	Mohamad Yaser Jaradeh, Markus Stocker, Sören Auer	2020	arxiv 2006.01527
Science Question Answering using Instructional Materials	Mrinmaya Sachan, Avinava Dubey, Eric P. Xing	2016	arxiv 1602.04375
A survey of Community Question Answering	Barun Patra	2017	arxiv 1705.04009
TableQA: Question Answering on Tabular Data	Svitlana Vakulenko, Vadim Savenkov	2017	arxiv 1705.06504
Differential Attention for Visual Question Answering	Badri Patro, Vinay P. Namboodiri	2018	arxiv 1804.00298

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