Research

Papers for “question answering”

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

Title	Authors	Year	Source
Conversational QA Dataset Generation with Answer Revision	Seonjeong Hwang, Gary Geunbae Lee	2022	arxiv 2209.11396
Perception Test 2023: A Summary of the First Challenge And Outcome	Joseph Heyward, João Carreira, Dima Damen	2023	arxiv 2312.13090
Diversifying Joint Vision-Language Tokenization Learning	Vardaan Pahuja, AJ Piergiovanni, Anelia Angelova	2023	arxiv 2306.03421
Hadamard Product for Low-rank Bilinear Pooling	Jin-Hwa Kim, Kyoung-Woon On, Woosang Lim	2016	arxiv 1610.04325
Knowledge-based Conversational Search	Svitlana Vakulenko	2019	arxiv 1912.06859
Foundation Model is Efficient Multimodal Multitask Model Selector	Fanqing Meng, Wenqi Shao, Zhanglin Peng	2023	arxiv 2308.06262
Word2Bits - Quantized Word Vectors	Maximilian Lam	2018	arxiv 1803.05651
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension	Adam Fisch, Alon Talmor, Robin Jia	2019	arxiv 1910.09753
KGI: An Integrated Framework for Knowledge Intensive Language Tasks	Md Faisal Mahbub Chowdhury, Michael Glass, Gaetano Rossiello	2022	arxiv 2204.03985
FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA	Nobin Sarwar	2025	arxiv 2502.18536
Generating Context-Aware Natural Answers for Questions in 3D Scenes	Mohammed Munzer Dwedari, Matthias Niessner, Dave Zhenyu Chen	2023	arxiv 2310.19516
LifelongMemory: Leveraging LLMs for Answering Queries in Long-form Egocentric Videos	Ying Wang, Yanlai Yang, Mengye Ren	2023	arxiv 2312.05269
COV19IR : COVID-19 Domain Literature Information Retrieval	Arusarka Bose, Zili Zhou, Guandong Xu (3) __INSTITUTION_3__ Indian Institute of Technology Kharagpur	2022	arxiv 2211.04013
An Attention Mechanism for Answer Selection Using a Combined Global and Local View	Yoram Bachrach, Andrej Zukov-Gregoric, Sam Coope	2017	arxiv 1707.01378
Fast Reading Comprehension with ConvNets	Felix Wu, Ni Lao, John Blitzer	2017	arxiv 1711.04352
Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval	Chen Zhao, Chenyan Xiong, Jordan Boyd-Graber	2021	arxiv 2104.05883
Contextual Breach: Assessing the Robustness of Transformer-based QA Models	Asir Saadat, Nahian Ibn Asad	2024	arxiv 2409.10997
Overview of TREC 2025 Biomedical Generative Retrieval (BioGen) Track	Deepak Gupta, Dina Demner-Fushman, William Hersh	2026	arxiv 2603.21582
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities	Zhonghao Li, Xuming Hu, Aiwei Liu	2024	arxiv 2406.11357
MM-PhyRLHF: Reinforcement Learning Framework for Multimodal Physics Question-Answering	Janak Kapuriya, Chhavi Kirtani, Apoorv Singh	2024	arxiv 2404.12926

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