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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
Rethinking Label Smoothing on Multi-hop Question Answering	Zhangyue Yin, Yuxin Wang, Xiannian Hu	2022	arxiv 2212.09512
GRS-QA -- Graph Reasoning-Structured Question Answering Dataset	Anish Pahilajani, Devasha Trivedi, Jincen Shuai	2024	arxiv 2411.00369
AmaSQuAD: A Benchmark for Amharic Extractive Question Answering	Nebiyou Daniel Hailemariam, Blessed Guda, Tsegazeab Tefferi	2025	arxiv 2502.02047
Attentive Recurrent Tensor Model for Community Question Answering	Gaurav Bhatt, Shivam Sharma, Balasubramanian Raman	2018	arxiv 1801.06792
An Empirical Study of Content Understanding in Conversational Question Answering	Ting-Rui Chiang, Hao-Tong Ye, Yun-Nung Chen	2019	arxiv 1909.10743
Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections	Wei-Jen Ko, Cutter Dalton, Mark Simmons	2021	arxiv 2111.00701
LOVA3: Learning to Visual Question Answering, Asking and Assessment	Henry Hengyuan Zhao, Pan Zhou, Difei Gao	2024	arxiv 2405.14974
Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks	Rajarshi Das, Manzil Zaheer, Siva Reddy	2017	arxiv 1704.08384
Exploring Question Understanding and Adaptation in Neural-Network-Based Question Answering	Junbei Zhang, Xiaodan Zhu, Qian Chen	2017	arxiv 1703.04617
Looking Under the Hood : Tools for Diagnosing your Question Answering Engine	Eric Breck, Marc Light, Gideon S. Mann	2001	arxiv cs/0107006
M3TQA: Massively Multilingual Multitask Table Question Answering	Daixin Shu, Jian Yang, Zhenhe Wu	2025	arxiv 2508.16265
SRA: Semantic Relation-Aware Flowchart Question Answering	Xinyu Li, Bowei Zou, Yuchong Chen	2026	arxiv 2602.13771
Investigating Information Inconsistency in Multilingual Open-Domain Question Answering	Shramay Palta, Haozhe An, Yifan Yang	2022	arxiv 2205.12456
Distilling Knowledge from Reader to Retriever for Question Answering	Gautier Izacard, Edouard Grave	2020	arxiv 2012.04584
Semantic Sentence Composition Reasoning for Multi-Hop Question Answering	Qianglong Chen	2022	arxiv 2203.00160
Mitigating Knowledge Conflicts in Language Model-Driven Question Answering	Han Cao, Zhaoyang Zhang, Xiangtian Li	2024	arxiv 2411.11344
Question Answering from Unstructured Text by Retrieval and Comprehension	Yusuke Watanabe, Bhuwan Dhingra, Ruslan Salakhutdinov	2017	arxiv 1703.08885
VLSP 2025 MLQA-TSR Challenge: Vietnamese Multimodal Legal Question Answering on Traffic Sign Regulation	Son T. Luu, Trung Vo, Hiep Nguyen	2025	arxiv 2510.20381
Inferential Question Answering	Jamshid Mozafari, Hamed Zamani, Guido Zuccon	2026	arxiv 2602.01239
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model	Chenyu You, Nuo Chen, Fenglin Liu	2022	arxiv 2204.14272

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