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Papers for “question answering”

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

Title	Authors	Year	Source
Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs	Nilesh Chakraborty, Denis Lukovnikov, Gaurav Maheshwari	2019	arxiv 1907.09361
Open-vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models	Dohwan Ko, Ji Soo Lee, Miso Choi	2023	arxiv 2308.09363
Relational Graph Representation Learning for Open-Domain Question Answering	Salvatore Vivona, Kaveh Hassani	2019	arxiv 1910.08249
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs	Omri Suissa, Maayan Zhitomirsky-Geffet, Avshalom Elmalech	2023	arxiv 2307.16214
Question Answering for Privacy Policies: Combining Computational and Legal Perspectives	Abhilasha Ravichander, Alan W Black, Shomir Wilson	2019	arxiv 1911.00841
FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts	Shubhankar Singh, Purvi Chaurasia, Yerram Varun	2024	arxiv 2406.19237
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering	Jie He, Simon Chi Lok U, Víctor Gutiérrez-Basulto	2023	arxiv 2305.15932
Contextualized Attention-based Knowledge Transfer for Spoken Conversational Question Answering	Chenyu You, Nuo Chen, Yuexian Zou	2020	arxiv 2010.11066
Biomedical Multi-hop Question Answering Using Knowledge Graph Embeddings and Language Models	Dattaraj J. Rao, Shraddha S. Mane, Mukta A. Paliwal	2022	arxiv 2211.05351
Scene Text Visual Question Answering	Ali Furkan Biten, Ruben Tito, Andres Mafla	2019	arxiv 1905.13648
AmQA: Amharic Question Answering Dataset	Tilahun Abedissa, Ricardo Usbeck, Yaregal Assabie	2023	arxiv 2303.03290
Human-Adversarial Visual Question Answering	Sasha Sheng, Amanpreet Singh, Vedanuj Goswami	2021	arxiv 2106.02280
Incremental Knowledge Based Question Answering	Yongqi Li, Wenjie Li, Liqiang Nie	2021	arxiv 2101.06938
Structure Causal Models and LLMs Integration in Medical Visual Question Answering	Zibo Xu, Qiang Li, Weizhi Nie	2025	arxiv 2505.02703
Fusing Knowledge and Language: A Comparative Study of Knowledge Graph-Based Question Answering with LLMs	Vaibhav Chaudhary, Neha Soni, Narotam Singh	2025	arxiv 2509.09272
Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database	Minjun Zhu, Yixuan Weng, Shizhu He	2023	arxiv 2305.14211
Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks	Zhu Zhang, Zhou Zhao, Zhijie Lin	2019	arxiv 1906.12158
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base	Tao Shen, Xiubo Geng, Tao Qin	2019	arxiv 1910.05069
A Comprehensive Evaluation of Transformer-Based Question Answering Models and RAG-Enhanced Design	Zichen Zhang, Kunlong Zhang, Hongwei Ruan	2025	arxiv 2509.21845
Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs	Joan Plepi, Endri Kacupaj, Kuldeep Singh	2021	arxiv 2103.07766

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