Research

Papers for “question answering”

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

Title	Authors	Year	Source
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers	Jaemin Cho, Jiasen Lu, Dustin Schwenk	2020	arxiv 2009.11278
Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge	Violetta Shevchenko, Damien Teney, Anthony Dick	2021	arxiv 2101.06013
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning	Daniele Bonadiman, Anjishnu Kumar, Arpit Mittal	2019	arxiv 1905.12786
aNMM: Ranking Short Answer Texts with Attention-Based Neural Matching Model	Liu Yang, Qingyao Ai, Jiafeng Guo	2018	arxiv 1801.01641
Unified Language Model Pre-training for Natural Language Understanding and Generation	Li Dong, Nan Yang, Wenhui Wang	2019	arxiv 1905.03197
Measuring CLEVRness: Blackbox testing of Visual Reasoning Models	Spyridon Mouselinos, Henryk Michalewski, Mateusz Malinowski	2022	arxiv 2202.12162
Ask Me What You Need: Product Retrieval using Knowledge from GPT-3	Su Young Kim, Hyeonjin Park, Kyuyong Shin	2022	arxiv 2207.02516
Distilled Dual-Encoder Model for Vision-Language Understanding	Zekun Wang, Wenhui Wang, Haichao Zhu	2021	arxiv 2112.08723
RAGulating Compliance: A Multi-Agent Knowledge Graph for Regulatory QA	Bhavik Agarwal, Hemant Sunil Jomraj, Simone Kaplunov	2025	arxiv 2508.09893
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding	Yanming Liu, Xinyue Peng, Jiannan Cao	2024	arxiv 2410.01671
StreamMem: Query-Agnostic KV Cache Memory for Streaming Video Understanding	Yanlai Yang, Zhuokai Zhao, Satya Narayan Shukla	2025	arxiv 2508.15717
Cetvel: A Unified Benchmark for Evaluating Language Understanding, Generation and Cultural Capacity of LLMs for Turkish	Yakup Abrek Er, Ilker Kesen, Gözde Gül Şahin	2025	arxiv 2508.16431
A Role-specific Guided Large Language Model for Ophthalmic Consultation Based on Stylistic Differentiation	Laiyi Fu, Binbin Fan, Hongkai Du	2024	arxiv 2407.18483
BioRAG: A RAG-LLM Framework for Biological Question Reasoning	Chengrui Wang, Qingqing Long, Meng Xiao	2024	arxiv 2408.01107
A Grounded Well-being Conversational Agent with Multiple Interaction Modes: Preliminary Results	Xinxin Yan, Ndapa Nakashole	2021	arxiv 2111.14083
Enhancing Reasoning Skills in Small Persian Medical Language Models Can Outperform Large-Scale Data Training	Mehrdad Ghassabi, Sadra Hakim, Hamidreza Baradaran Kashani	2025	arxiv 2510.20059
Generic Attention-model Explainability by Weighted Relevance Accumulation	Yiming Huang, Aozhe Jia, Xiaodan Zhang	2023	arxiv 2308.10240
A Replication Study of Dense Passage Retriever	Xueguang Ma, Kai Sun, Ronak Pradeep	2021	arxiv 2104.05740
Enhancing Review Comprehension with Domain-Specific Commonsense	Aaron Traylor, Chen Chen, Behzad Golshan	2020	arxiv 2004.03020
Towards a Unified Multimodal Reasoning Framework	Abhinav Arun, Dipendra Singh Mal, Mehul Soni	2023	arxiv 2312.15021

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