Research

Papers for “question answering”

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

Title	Authors	Year	Source
GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation	Wenjie Zhou, Zhenxin Ding, Xiaodong Zhang	2024	arxiv 2405.03764
COLUMBUS: Evaluating COgnitive Lateral Understanding through Multiple-choice reBUSes	Koen Kraaijveld, Yifan Jiang, Kaixin Ma	2024	arxiv 2409.04053
Putting People in LLMs' Shoes: Generating Better Answers via Question Rewriter	Junhao Chen, Bowen Wang, Zhouqiang Jiang	2024	arxiv 2408.10573
AmbigQA: Answering Ambiguous Open-domain Questions	Sewon Min, Julian Michael, Hannaneh Hajishirzi	2020	arxiv 2004.10645
Beyond VQA: Generating Multi-word Answer and Rationale to Visual Questions	Radhika Dua, Sai Srinivas Kancheti, Vineeth N Balasubramanian	2020	arxiv 2010.12852
Neural Variational Inference for Text Processing	Yishu Miao, Lei Yu, Phil Blunsom	2015	arxiv 1511.06038
An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks	Anirban Laha, Vikas Raykar	2016	arxiv 1607.04853
A simple neural network module for relational reasoning	Adam Santoro, David Raposo, David G.T. Barrett	2017	arxiv 1706.01427
Jack the Reader - A Machine Reading Framework	Dirk Weissenborn, Pasquale Minervini, Tim Dettmers	2018	arxiv 1806.08727
AstroLLaVA: towards the unification of astronomical data and natural language	Sharaf Zaman, Michael J. Smith, Pranav Khetarpal	2025	arxiv 2504.08583
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations	Haitian Sun, Pat Verga, Bhuwan Dhingra	2021	arxiv 2102.07043
IndEgo: A Dataset of Industrial Scenarios and Collaborative Work for Egocentric Assistants	Vivek Chavan, Yasmina Imgrund, Tung Dao	2025	arxiv 2511.19684
ClinicalTrialsHub: Bridging Registries and Literature for Comprehensive Clinical Trial Access	Jiwoo Park, Ruoqi Liu, Avani Jagdale	2025	arxiv 2512.08193
UETQuintet at BioCreative IX -- MedHopQA: Enhancing Biomedical QA with Selective Multi-hop Reasoning and Contextual Retrieval	Quoc-An Nguyen, Thi-Minh-Thu Vu, Bich-Dat Nguyen	2026	arxiv 2601.06974
FDARxBench: Benchmarking Regulatory and Clinical Reasoning on FDA Generic Drug Assessment	Betty Xiong, Jillian Fisher, Benjamin Newman	2026	arxiv 2603.19539
Domain-Specific Fine-Tuning and Prompt-Based Learning: A Comparative Study for developing Natural Language-Based BIM Information Retrieval Systems	Han Gao, Timo Hartmann, Botao Zhong	2025	arxiv 2508.05676
A Theoretically Grounded Benchmark for Evaluating Machine Commonsense	Henrique Santos, Ke Shen, Alice M. Mulvehill	2022	arxiv 2203.12184
Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models	Yin Zhu, Zhiling Luo, Gong Cheng	2023	arxiv 2309.12767
Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine	Xiaoshuang Huang, Lingdong Shen, Jia Liu	2024	arxiv 2412.09278
MDAgent2: Large Language Model for Code Generation and Knowledge Q&A in Molecular Dynamics	Zhuofan Shi, Hubao A, Yufei Shao	2026	arxiv 2601.02075

Search results