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Papers for “question answering”

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

TitleAuthorsYearSource
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMsPranoy Panda, Ankush Agarwal, Chaitanya Devaguptapu2024arxiv 2406.06027
A Study on Large Language Models' Limitations in Multiple-Choice Question AnsweringAisha Khatun, Daniel G. Brown2024arxiv 2401.07955
PAKTON: A Multi-Agent Framework for Question Answering in Long Legal AgreementsPetros Raptopoulos, Giorgos Filandrianos, Maria Lymperaiou2025arxiv 2506.00608
DCR: Divide-and-Conquer Reasoning for Multi-choice Question Answering with LLMsZijie Meng, Yan Zhang, Zhaopeng Feng2024arxiv 2401.05190
Non-monotonic Logical Reasoning Guiding Deep Learning for Explainable Visual Question AnsweringHeather Riley, Mohan Sridharan2019arxiv 1909.10650
Accelerating and Evaluation of Syntactic Parsing in Natural Language Question Answering SystemsZhe Chen, Dunwei Wen2009arxiv 0903.0174
Chain-of-Questions Training with Latent Answers for Robust Multistep Question AnsweringWang Zhu, Jesse Thomason, Robin Jia2023arxiv 2305.14901
Towards Unsupervised Question Answering System with Multi-level Summarization for Legal TextM Manvith Prabhu, Haricharana Srinivasa, Anand Kumar M2024arxiv 2403.13107
Dual Reasoning: A GNN-LLM Collaborative Framework for Knowledge Graph Question AnsweringGuangyi Liu, Yongqi Zhang, Yong Li2024arxiv 2406.01145
Survey on Question Answering over Visually Rich Documents: Methods, Challenges, and TrendsCamille Barboule, Benjamin Piwowarski, Yoan Chabot2025arxiv 2501.02235
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question AnsweringYuan Sui, Yufei He, Nian Liu2024arxiv 2405.13873
QACP: An Annotated Question Answering Dataset for Assisting Chinese Python Programming LearnersRui Xiao, Lu Han, Xiaoying Zhou2024arxiv 2402.07913
Detect2Interact: Localizing Object Key Field in Visual Question Answering (VQA) with LLMsJialou Wang, Manli Zhu, Yulei Li2024arxiv 2404.01151
ALR$^2$: A Retrieve-then-Reason Framework for Long-context Question AnsweringHuayang Li, Pat Verga, Priyanka Sen2024arxiv 2410.03227
AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective IntelligenceMinbeom Kim, Hwanhee Lee, Joonsuk Park2024arxiv 2404.11826
Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question AnsweringDiego Mollá2022arxiv 2209.01815
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge BasesYiheng Shu, Zhiwei Yu, Yuhan Li2022arxiv 2210.12925
Cheater's Bowl: Human vs. Computer Search Strategies for Open-Domain Question AnsweringWanrong He, Andrew Mao, Jordan Boyd-Graber2022arxiv 2212.03296
SceneGATE: Scene-Graph based co-Attention networks for TExt visual question answeringFeiqi Cao, Siwen Luo, Felipe Nunez2022arxiv 2212.08283
Compressing And Debiasing Vision-Language Pre-Trained Models for Visual Question AnsweringQingyi Si, Yuanxin Liu, Zheng Lin2022arxiv 2210.14558