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Papers for “question answering”

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

TitleAuthorsYearSource
Retrieval-Augmented Generative Question Answering for Event Argument ExtractionXinya Du, Heng Ji2022arxiv 2211.07067
Semantic Parsing for Conversational Question Answering over Knowledge GraphsLaura Perez-Beltrachini, Parag Jain, Emilio Monti2023arxiv 2301.12217
Learning Rich Image Region Representation for Visual Question AnsweringBei Liu, Zhicheng Huang, Zhaoyang Zeng2019arxiv 1910.13077
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question AnsweringKaixin Ma, Jonathan Francis, Quanyang Lu2019arxiv 1910.14087
Generating Followup Questions for Interpretable Multi-hop Question AnsweringChristopher Malon, Bing Bai2020arxiv 2002.12344
DeFormer: Decomposing Pre-trained Transformers for Faster Question AnsweringQingqing Cao, Harsh Trivedi, Aruna Balasubramanian2020arxiv 2005.00697
Relation Module for Non-answerable Prediction on Question AnsweringKevin Huang, Yun Tang, Jing Huang2019arxiv 1910.10843
Knowledge-Aware Diverse Reranking for Cross-Source Question AnsweringTong Zhou2025arxiv 2506.20476
QAEncoder: Towards Aligned Representation Learning in Question Answering SystemsZhengren Wang, Qinhan Yu, Shida Wei2024arxiv 2409.20434
Multi-Hop Reasoning for Question Answering with Hyperbolic RepresentationsSimon Welz, Lucie Flek, Akbar Karimi2025arxiv 2507.03612
AskQE: Question Answering as Automatic Evaluation for Machine TranslationDayeon Ki, Kevin Duh, Marine Carpuat2025arxiv 2504.11582
Towards Reliable and Interpretable Document Question Answering via VLMsAlessio Chen, Simone Giovannini, Andrea Gemelli2025arxiv 2509.10129
Case-Based Reasoning Approach for Solving Financial Question AnsweringYikyung Kim, Jay-Yoon Lee2024arxiv 2405.13044
QirK: Question Answering via Intermediate Representation on Knowledge GraphsJan Luca Scheerer, Anton Lykov, Moe Kayali2024arxiv 2408.07494
LongHealth: A Question Answering Benchmark with Long Clinical DocumentsLisa Adams, Felix Busch, Tianyu Han2024arxiv 2401.14490
An Inference Approach To Question Answering Over Knowledge GraphsAayushee Gupta, K.M. Annervaz, Ambedkar Dukkipati2021arxiv 2112.11070
A Joint Model for Question Answering and Question GenerationTong Wang, Xingdi Yuan, Adam Trischler2017arxiv 1706.01450
MedLM: Exploring Language Models for Medical Question Answering SystemsNiraj Yagnik, Jay Jhaveri, Vivek Sharma2024arxiv 2401.11389
CinePile: A Long Video Question Answering Dataset and BenchmarkRuchit Rawal, Khalid Saifullah, Miquel Farré2024arxiv 2405.08813
NovelQA: Benchmarking Question Answering on Documents Exceeding 200K TokensCunxiang Wang, Ruoxi Ning, Boqi Pan2024arxiv 2403.12766