Research

Papers for “question answering”

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

Title	Authors	Year	Source
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering	Alex Wilf, Martin Q. Ma, Paul Pu Liang	2022	arxiv 2208.01036
Continually Self-Improving Language Models for Bariatric Surgery Question--Answering	Yash Kumar Atri, Thomas H Shin, Thomas Hartvigsen	2025	arxiv 2505.16102
Improving LLM Reliability with RAG in Religious Question-Answering: MufassirQAS	Ahmet Yusuf Alan, Enis Karaarslan, Omer Aydin	2024	arxiv 2401.15378
What Am I Missing? Question-Answering as Hidden State Probing	Chu Fei Luo, Samuel Dahan, Xiaodan Zhu	2026	arxiv 2605.31561
A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases	Tolgahan Cakaloglu, Xiaowei Xu	2019	arxiv 1902.00663
CaresAI at BioCreative IX Track 1 -- LLM for Biomedical QA	Reem Abdel-Salam, Mary Adewunmi, Modinat A. Abayomi	2025	arxiv 2509.00806
DSRAG: A Domain-Specific Retrieval Framework Based on Document-derived Multimodal Knowledge Graph	Mengzheng Yang, Yanfei Ren, David Osei Opoku	2025	arxiv 2509.10467
From Search to Reasoning: A Five-Level RAG Capability Framework for Enterprise Data	Gurbinder Gill, Ritvik Gupta, Denis Lusson	2025	arxiv 2509.21324
Situational Awareness Matters in 3D Vision Language Reasoning	Yunze Man, Liang-Yan Gui, Yu-Xiong Wang	2024	arxiv 2406.07544
Problem-Solving in Language Model Networks	Ciaran Regan, Alexandre Gournail, Mizuki Oka	2024	arxiv 2406.12374
Tagging-Augmented Generation: Assisting Language Models in Finding Intricate Knowledge In Long Contexts	Anwesan Pal, Karen Hovsepian, Tinghao Guo	2025	arxiv 2510.22956
CoQAR: Question Rewriting on CoQA	Quentin Brabant, Gwenole Lecorve, Lina M. Rojas-Barahona	2022	arxiv 2207.03240
Dynamic Language Binding in Relational Visual Reasoning	Thao Minh Le, Vuong Le, Svetha Venkatesh	2020	arxiv 2004.14603
Compound Tokens: Channel Fusion for Vision-Language Representation Learning	Maxwell Mbabilla Aladago, AJ Piergiovanni	2022	arxiv 2212.01447
Speech Retrieval-Augmented Generation without Automatic Speech Recognition	Do June Min, Karel Mundnich, Andy Lapastora	2024	arxiv 2412.16500
Diagram-MMU: A Multi-Modal Benchmark for Scientific Diagrams	Weihao Bo, Shan Zhang, Yanpeng Sun	2026	arxiv 2608.12262
Improving Differentiable Neural Computers Through Memory Masking, De-allocation, and Link Distribution Sharpness Control	Róbert Csordás, Jürgen Schmidhuber	2019	arxiv 1904.10278
Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation	Lorenz Kuhn, Yarin Gal, Sebastian Farquhar	2023	arxiv 2302.09664
IIE-NLP-NUT at SemEval-2020 Task 4: Guiding PLM with Prompt Template Reconstruction Strategy for ComVE	Luxi Xing, Yuqiang Xie, Yue Hu	2020	arxiv 2007.00924
EASG-Bench: Video Q&A Benchmark with Egocentric Action Scene Graphs	Ivan Rodin, Tz-Ying Wu, Kyle Min	2025	arxiv 2506.05787

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