Research

Papers for “question answering”

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

Title	Authors	Year	Source
Emu: Generative Pretraining in Multimodality	Quan Sun, Qiying Yu, Yufeng Cui	2023	arxiv 2307.05222
BrainChat: Decoding Semantic Information from fMRI using Vision-language Pretrained Models	Wanaiu Huang	2024	arxiv 2406.07584
Clickbait Classification and Spoiling Using Natural Language Processing	Adhitya Thirumala, Elisa Ferracane	2023	arxiv 2306.14907
Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs	David Restrepo, Chenwei Wu, Zhengxu Tang	2024	arxiv 2412.14304
ReasVQA: Advancing VideoQA with Imperfect Reasoning Process	Jianxin Liang, Xiaojun Meng, Huishuai Zhang	2025	arxiv 2501.13536
Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models	Jinhui Yi, Syed Talal Wasim, Yanan Luo	2024	arxiv 2412.18609
AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning	Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala	2021	arxiv 2103.16002
Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder	Fangyu Lei, Shizhu He, Xiang Li	2022	arxiv 2209.07692
VNHSGE: VietNamese High School Graduation Examination Dataset for Large Language Models	Xuan-Quy Dao, Ngoc-Bich Le, The-Duy Vo	2023	arxiv 2305.12199
Jaeger: A Concatenation-Based Multi-Transformer VQA Model	Jieting Long, Zewei Shi, Penghao Jiang	2023	arxiv 2310.07091
Getting MoRE out of Mixture of Language Model Reasoning Experts	Chenglei Si, Weijia Shi, Chen Zhao	2023	arxiv 2305.14628
AviationGPT: A Large Language Model for the Aviation Domain	Liya Wang, Jason Chou, Xin Zhou	2023	arxiv 2311.17686
Adding Gradient Noise Improves Learning for Very Deep Networks	Arvind Neelakantan, Luke Vilnis, Quoc V. Le	2015	arxiv 1511.06807
Training IBM Watson using Automatically Generated Question-Answer Pairs	Jangho Lee, Gyuwan Kim, Jaeyoon Yoo	2016	arxiv 1611.03932
Flexible End-to-End Dialogue System for Knowledge Grounded Conversation	Wenya Zhu, Kaixiang Mo, Yu Zhang	2017	arxiv 1709.04264
A Syntactic Approach to Domain-Specific Automatic Question Generation	Guy Danon, Mark Last	2017	arxiv 1712.09827
Fine-grained Human Motion Understanding with Language Models	Thomas Markhorst, Zhi-Yi Lin, Jouh Yeong Chew	2026	arxiv 2606.20888
DrugRAG: Enhancing Pharmacy LLM Performance Through A Novel Retrieval-Augmented Generation Pipeline	Houman Kazemzadeh, Kiarash Mokhtari Dizaji, Seyed Reza Tavakoli	2025	arxiv 2512.14896
LEC: Linear Expectation Constraints for Selection-Conditioned Risk Control in Selective Prediction and Routing Systems	Zhiyuan Wang, Aniri, Tianlong Chen	2025	arxiv 2512.01556
nuReasoning: A Reasoning-Centric Dataset and Benchmark for Long-Tail Autonomous Driving	Zhiyu Huang, Johnson Liu, Rui Song	2026	arxiv 2605.31572

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