Research

Papers for “question answering”

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

Title	Authors	Year	Source
Are You Sure You're Sure? On the Impact of Instruction Tuning on Confidence and Lexical Diversity	Irina Proskurina, Mayank Kumar, Oyindolapo O. Komolafe	2026	arxiv 2608.13430
Alloprof: a new French question-answer education dataset and its use in an information retrieval case study	Antoine Lefebvre-Brossard, Stephane Gazaille, Michel C. Desmarais	2023	arxiv 2302.07738
SommBench: Assessing Sommelier Expertise of Language Models	William Brach, Tomas Bedej, Jacob Nielsen	2026	arxiv 2603.12117
Binary Tracking for Spatial QA and Navigation with Open Vision-Language Models	Dongbin Na, Chanwoo Kim, Soonbin Rho	2026	arxiv 2606.16902
A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19	David Oniani, Yanshan Wang	2020	arxiv 2006.10964
On the Temporal Question-Answering Capabilities of Large Language Models Over Anonymized Data	Alfredo Garrachón Ruiz, Tomás de la Rosa, Daniel Borrajo	2025	arxiv 2504.07646
Detecting and Understanding Hateful Contents in Memes Through Captioning and Visual Question-Answering	Ali Anaissi, Junaid Akram, Kunal Chaturvedi	2025	arxiv 2504.16723
Enhancing Financial Report Question-Answering: A Retrieval-Augmented Generation System with Reranking Analysis	Zhiyuan Cheng, Longying Lai, Yue Liu	2026	arxiv 2603.16877
Using Recurrent Neural Network for Learning Expressive Ontologies	Giulio Petrucci, Chiara Ghidini, Marco Rospocher	2016	arxiv 1607.04110
Does Entity Abstraction Help Generative Transformers Reason?	Nicolas Gontier, Siva Reddy, Christopher Pal	2022	arxiv 2201.01787
Plug-and-Play VQA: Zero-shot VQA by Conjoining Large Pretrained Models with Zero Training	Anthony Meng Huat Tiong, Junnan Li, Boyang Li	2022	arxiv 2210.08773
Improving Passage Retrieval with Zero-Shot Question Generation	Devendra Singh Sachan, Mike Lewis, Mandar Joshi	2022	arxiv 2204.07496
StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding	Wei Wang, Bin Bi, Ming Yan	2019	arxiv 1908.04577
Querying Knowledge via Multi-Hop English Questions	Tiantian Gao, Paul Fodor, Michael Kifer	2019	arxiv 1907.08176
Natural Language QA Approaches using Reasoning with External Knowledge	Chitta Baral, Pratyay Banerjee, Kuntal Kumar Pal	2020	arxiv 2003.03446
DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding	Yuyu Zhang, Ping Nie, Xiubo Geng	2020	arxiv 2002.12591
A Simple Yet Strong Pipeline for HotpotQA	Dirk Groeneveld, Tushar Khot, Mausam	2020	arxiv 2004.06753
Question-Driven Summarization of Answers to Consumer Health Questions	Max Savery, Asma Ben Abacha, Soumya Gayen	2020	arxiv 2005.09067
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"	Saeed Amizadeh, Hamid Palangi, Oleksandr Polozov	2020	arxiv 2006.11524
How Context Affects Language Models' Factual Predictions	Fabio Petroni, Patrick Lewis, Aleksandra Piktus	2020	arxiv 2005.04611

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