Research

Papers for “question answering”

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

Title	Authors	Year	Source
Federated Retrieval Augmented Generation for Multi-Product Question Answering	Parshin Shojaee, Sai Sree Harsha, Dan Luo	2025	arxiv 2501.14998
SensorQA: A Question Answering Benchmark for Daily-Life Monitoring	Benjamin Reichman, Xiaofan Yu, Lanxiang Hu	2025	arxiv 2501.04974
Learning a Cost-Effective Annotation Policy for Question Answering	Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun	2020	arxiv 2010.03476
NoiseQA: Challenge Set Evaluation for User-Centric Question Answering	Abhilasha Ravichander, Siddharth Dalmia, Maria Ryskina	2021	arxiv 2102.08345
Generative Long-form Question Answering: Relevance, Faithfulness and Succinctness	Dan Su	2022	arxiv 2211.08386
XTQA: Span-Level Explanations of the Textbook Question Answering	Jie Ma, Qi Chai, Jun Liu	2020	arxiv 2011.12662
Active Learning for Visual Question Answering: An Empirical Study	Xiao Lin, Devi Parikh	2017	arxiv 1711.01732
Robust and Scalable Differentiable Neural Computer for Question Answering	Jörg Franke, Jan Niehues, Alex Waibel	2018	arxiv 1807.02658
Multimodal Dual Attention Memory for Video Story Question Answering	Kyung-Min Kim, Seong-Ho Choi, Jin-Hwa Kim	2018	arxiv 1809.07999
WeaQA: Weak Supervision via Captions for Visual Question Answering	Pratyay Banerjee, Tejas Gokhale, Yezhou Yang	2020	arxiv 2012.02356
Evaluating Long-Term Memory for Long-Context Question Answering	Alessandra Terranova, Björn Ross, Alexandra Birch	2025	arxiv 2510.23730
Knowing What's Missing: Assessing Information Sufficiency in Question Answering	Akriti Jain, Aparna Garimella	2025	arxiv 2512.06476
It's High Time: A Survey of Temporal Question Answering	Bhawna Piryani, Abdelrahman Abdallah, Jamshid Mozafari	2025	arxiv 2505.20243
TCM-Ladder: A Benchmark for Multimodal Question Answering on Traditional Chinese Medicine	Jiacheng Xie, Yang Yu, Ziyang Zhang	2025	arxiv 2505.24063
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering	Pan Lu, Swaroop Mishra, Tony Xia	2022	arxiv 2209.09513
Knowledge Graph - Deep Learning: A Case Study in Question Answering in Aviation Safety Domain	Ankush Agarwal, Raj Gite, Shreya Laddha	2022	arxiv 2205.15952
Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering	Ander Salaberria, Gorka Azkune, Oier Lopez de Lacalle	2021	arxiv 2109.08029
Search-GRT: Guided Retrieval Training of Search Agents to Optimize for Complex Question Answering	Aounon Kumar, Sudipta Paul, Vivek Kulkarni	2026	arxiv 2608.00974
Learning Answer Embeddings for Visual Question Answering	Hexiang Hu, Wei-Lun Chao, Fei Sha	2018	arxiv 1806.03724
Component Analysis for Visual Question Answering Architectures	Camila Kolling, Jônatas Wehrmann, Rodrigo C. Barros	2020	arxiv 2002.05104

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