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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
Question Answering with LLMs and Learning from Answer Sets	Manuel Borroto, Katie Gallagher, Antonio Ielo	2025	arxiv 2509.16590
Contri(e)ve: Context + Retrieve for Scholarly Question Answering	Kanchan Shivashankar, Nadine Steinmetz	2024	arxiv 2409.09010
Retrieval Augmented Question Answering: When Should LLMs Admit Ignorance?	Dingmin Wang, Ji Ma, Shankar Kumar	2025	arxiv 2512.23836
Frame-Subtitle Self-Supervision for Multi-Modal Video Question Answering	Jiong Wang, Zhou Zhao, Weike Jin	2022	arxiv 2209.03609
ReasonChainQA: Text-based Complex Question Answering with Explainable Evidence Chains	Minjun Zhu, Yixuan Weng, Shizhu He	2022	arxiv 2210.08763
Multimodal Inverse Cloze Task for Knowledge-based Visual Question Answering	Paul Lerner, Olivier Ferret, Camille Guinaudeau	2023	arxiv 2301.04366
DCN+: Mixed Objective and Deep Residual Coattention for Question Answering	Caiming Xiong, Victor Zhong, Richard Socher	2017	arxiv 1711.00106
A Comparative Study of Transformer-Based Language Models on Extractive Question Answering	Kate Pearce, Tiffany Zhan, Aneesh Komanduri	2021	arxiv 2110.03142
Pre-trained Transformer-Based Approach for Arabic Question Answering : A Comparative Study	Kholoud Alsubhi, Amani Jamal, Areej Alhothali	2021	arxiv 2111.05671
Reliable Academic Conference Question Answering: A Study Based on Large Language Model	Zhiwei Huang, Juan Li, Long Jin	2023	arxiv 2310.13028
Multi-hop Commonsense Knowledge Injection Framework for Zero-Shot Commonsense Question Answering	Xin Guan, Biwei Cao, Qingqing Gao	2023	arxiv 2305.05936
Image Captioning and Visual Question Answering Based on Attributes and External Knowledge	Qi Wu, Chunhua Shen, Anton van den Hengel	2016	arxiv 1603.02814
TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering	Boyi Zhang, Zhuo Liu, Hangfeng He	2025	arxiv 2506.00331
Adaptive Information Seeking for Open-Domain Question Answering	Yunchang Zhu, Liang Pang, Yanyan Lan	2021	arxiv 2109.06747
Open-Ended and Knowledge-Intensive Video Question Answering	Md Zarif Ul Alam, Hamed Zamani	2025	arxiv 2502.11747
Addressing Community Question Answering in English and Arabic	Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo	2016	arxiv 1610.05522
HistoryBankQA: Multilingual Temporal Question Answering on Historical Events	Biswadip Mandal, Anant Khandelwal, Manish Gupta	2025	arxiv 2509.12720
CANDI: Contextual Alignment for Niche Domains Question Answering	Megha Chakraborty, Darssan L. Eswaramoorthi, Het Riteshkumar Shah	2026	arxiv 2607.11891
QuAC : Question Answering in Context	Eunsol Choi, He He, Mohit Iyyer	2018	arxiv 1808.07036
Frustratingly Easy Natural Question Answering	Lin Pan, Rishav Chakravarti, Anthony Ferritto	2019	arxiv 1909.05286

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