Research

Papers for “question answering”

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

Title	Authors	Year	Source
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs	Naihao Deng, Zhenjie Sun, Ruiqi He	2024	arxiv 2402.12424
SciFive: a text-to-text transformer model for biomedical literature	Long N. Phan, James T. Anibal, Hieu Tran	2021	arxiv 2106.03598
LSTM-based Mixture-of-Experts for Knowledge-Aware Dialogues	Phong Le, Marc Dymetman, Jean-Michel Renders	2016	arxiv 1605.01652
Automated Extraction of Number of Subjects in Randomised Controlled Trials	Abeed Sarker	2016	arxiv 1606.07137
Recurrent Batch Normalization	Tim Cooijmans, Nicolas Ballas, César Laurent	2016	arxiv 1603.09025
Relation Classification as Two-way Span-Prediction	Amir DN Cohen, Shachar Rosenman, Yoav Goldberg	2020	arxiv 2010.04829
A survey on VQA_Datasets and Approaches	Yeyun Zou, Qiyu Xie	2021	arxiv 2105.00421
MRAG-Suite: A Diagnostic Evaluation Platform for Visual Retrieval-Augmented Generation	Yuelyu Ji, Wuwei Lan, Patrick NG	2025	arxiv 2509.24253
LELA: an LLM-based Entity Linking Approach with Zero-Shot Domain Adaptation	Samy Haffoudhi, Fabian M. Suchanek, Nils Holzenberger	2026	arxiv 2601.05192
Lingke: A Fine-grained Multi-turn Chatbot for Customer Service	Pengfei Zhu, Zhuosheng Zhang, Jiangtong Li	2018	arxiv 1808.03430
DynRank: Improving Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification	Abdelrahman Abdallah, Jamshid Mozafari, Bhawna Piryani	2024	arxiv 2412.00600
Decomposed Prompting to Answer Questions on a Course Discussion Board	Brandon Jaipersaud, Paul Zhang, Jimmy Ba	2024	arxiv 2407.21170
Evaluating Chunking Strategies for Retrieval-Augmented Generation on Academic Texts	Valentin J. J. Kreileder, Johannes Reisinger, Andreas Fischer	2026	arxiv 2607.01852
On the Merits of LLM-Based Corpus Enrichment	Gal Zur, Tommy Mordo, Moshe Tennenholtz	2025	arxiv 2506.06015
Isotropy Cliffs: The Geometric Signature of Decision-Making in Large Language Models	Okan S. Coskun, Florian Rottach, Carsten Eickhoff	2026	arxiv 2608.00828
Editing Factual Knowledge in Language Models	Nicola De Cao, Wilker Aziz, Ivan Titov	2021	arxiv 2104.08164
DOM-LM: Learning Generalizable Representations for HTML Documents	Xiang Deng, Prashant Shiralkar, Colin Lockard	2022	arxiv 2201.10608
Learning to Answer Visual Questions from Web Videos	Antoine Yang, Antoine Miech, Josef Sivic	2022	arxiv 2205.05019
General Greedy De-bias Learning	Xinzhe Han, Shuhui Wang, Chi Su	2021	arxiv 2112.10572
An Optimal Algorithm for Finding Champions in Tournament Graphs	Lorenzo Beretta, Franco Maria Nardini, Roberto Trani	2021	arxiv 2111.13621

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