Research

Papers for “question answering”

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

Title	Authors	Year	Source
Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent Domains	Alon Albalak, Sharon Levy, William Yang Wang	2022	arxiv 2201.11153
SciQAG: A Framework for Auto-Generated Science Question Answering Dataset with Fine-grained Evaluation	Yuwei Wan, Yixuan Liu, Aswathy Ajith	2024	arxiv 2405.09939
Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering	Kaixin Ma, Filip Ilievski, Jonathan Francis	2020	arxiv 2011.03863
Beyond Retrieval: Joint Supervision and Multimodal Document Ranking for Textbook Question Answering	Hessa Alawwad, Usman Naseem, Areej Alhothali	2025	arxiv 2505.13520
Sequence-to-Sequence Knowledge Graph Completion and Question Answering	Apoorv Saxena, Adrian Kochsiek, Rainer Gemulla	2022	arxiv 2203.10321
Towards a Question Answering System over the Semantic Web	Dennis Diefenbach, Andreas Both, Kamal Singh	2018	arxiv 1803.00832
Towards Optimisation of Collaborative Question Answering over Knowledge Graphs	Kuldeep Singh, Mohamad Yaser Jaradeh, Saeedeh Shekarpour	2019	arxiv 1908.05098
Probing Emergent Semantics in Predictive Agents via Question Answering	Abhishek Das, Federico Carnevale, Hamza Merzic	2020	arxiv 2006.01016
NeoQA: Evidence-based Question Answering with Generated News Events	Max Glockner, Xiang Jiang, Leonardo F. R. Ribeiro	2025	arxiv 2505.05949
ViLA: Efficient Video-Language Alignment for Video Question Answering	Xijun Wang, Junbang Liang, Chun-Kai Wang	2023	arxiv 2312.08367
A Context-aware Attention Network for Interactive Question Answering	Huayu Li, Martin Renqiang Min, Yong Ge	2016	arxiv 1612.07411
Global Thread-Level Inference for Comment Classification in Community Question Answering	Shafiq Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino	2019	arxiv 1911.08755
A Coarse to Fine Question Answering System based on Reinforcement Learning	Yu Wang, Hongxia Jin	2021	arxiv 2106.00257
TimelineQA: A Benchmark for Question Answering over Timelines	Wang-Chiew Tan, Jane Dwivedi-Yu, Yuliang Li	2023	arxiv 2306.01069
Knowledge Graph Prompting for Multi-Document Question Answering	Yu Wang, Nedim Lipka, Ryan A. Rossi	2023	arxiv 2308.11730
Visual Causal Scene Refinement for Video Question Answering	Yushen Wei, Yang Liu, Hong Yan	2023	arxiv 2305.04224
Visual Question Answering as a Meta Learning Task	Damien Teney, Anton van den Hengel	2017	arxiv 1711.08105
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability	Junda Wang, Zhichao Yang, Zonghai Yao	2024	arxiv 2402.17887
Peering into the Mind of Language Models: An Approach for Attribution in Contextual Question Answering	Anirudh Phukan, Shwetha Somasundaram, Apoorv Saxena	2024	arxiv 2405.17980
Generative Stock Question Answering	Zhaopeng Tu, Yong Jiang, Xiaojiang Liu	2018	arxiv 1804.07942

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