Research

Papers for “question answering”

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

Title	Authors	Year	Source
ResearchQA: Benchmarking Citation-Grounded Question-Answering on Scientific Papers	Saba Imran, Debanjum Singh Solanky	2026	arxiv 2607.11074
Ensembling Strategies for Answering Natural Questions	Anthony Ferritto, Lin Pan, Rishav Chakravarti	2019	arxiv 1911.00337
Prompt Engineering Guidance for Conceptual Agent-based Model Extraction using Large Language Models	Siamak Khatami, Christopher Frantz	2024	arxiv 2412.04056
JGU Mainz's Submission to the WMT25 Shared Task on LLMs with Limited Resources for Slavic Languages: MT and QA	Hossain Shaikh Saadi, Minh Duc Bui, Mario Sanz-Guerrero	2025	arxiv 2509.22490
An End-to-End Ukrainian RAG for Local Deployment. Optimized Hybrid Search and Lightweight Generation	Mykola Trokhymovych, Yana Oliinyk, Nazarii Nyzhnyk	2026	arxiv 2604.22095
Joint Answering and Explanation for Visual Commonsense Reasoning	Zhenyang Li, Yangyang Guo, Kejie Wang	2022	arxiv 2202.12626
Dual Ask-Answer Network for Machine Reading Comprehension	Han Xiao, Feng Wang, Jianfeng Yan	2018	arxiv 1809.01997
CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning	Jerome Abdelnour, Giampiero Salvi, Jean Rouat	2018	arxiv 1811.10561
Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases	Christopher Clark, Mark Yatskar, Luke Zettlemoyer	2019	arxiv 1909.03683
ClarQ: A large-scale and diverse dataset for Clarification Question Generation	Vaibhav Kumar, Alan W. black	2020	arxiv 2006.05986
Reinforced Dynamic Reasoning for Conversational Question Generation	Boyuan Pan, Hao Li, Ziyu Yao	2019	arxiv 1907.12667
Cooperative Self-training of Machine Reading Comprehension	Hongyin Luo, Shang-Wen Li, Mingye Gao	2021	arxiv 2103.07449
Ask the Right Questions: Active Question Reformulation with Reinforcement Learning	Christian Buck, Jannis Bulian, Massimiliano Ciaramita	2017	arxiv 1705.07830
FinLLMs: A Framework for Financial Reasoning Dataset Generation with Large Language Models	Ziqiang Yuan, Kaiyuan Wang, Shoutai Zhu	2024	arxiv 2401.10744
VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs	Zesen Cheng, Sicong Leng, Hang Zhang	2024	arxiv 2406.07476
A Search for Prompts: Generating Structured Answers from Contracts	Adam Roegiest, Radha Chitta, Jonathan Donnelly	2023	arxiv 2310.10141
A Diagram Is Worth A Dozen Images	Aniruddha Kembhavi, Mike Salvato, Eric Kolve	2016	arxiv 1603.07396
SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine	Matthew Dunn, Levent Sagun, Mike Higgins	2017	arxiv 1704.05179
Reading Between the Lanes: Text VideoQA on the Road	George Tom, Minesh Mathew, Sergi Garcia	2023	arxiv 2307.03948
VitalAgent: A Tool-Augmented Agent for Reactive and Proactive Physiological Monitoring over Wearable Health Data	Di Zhu, Yu Yvonne Wu, Hong Jia	2026	arxiv 2605.29483

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