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Papers for “question answering”

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

TitleAuthorsYearSource
A Spoken Dialogue System for Spatial Question Answering in a Physical Blocks WorldGeorgiy Platonov, Benjamin Kane, Aaron Gindi2019arxiv 1911.02524
ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase ClustersAbdalghani Abujabal, Rishiraj Saha Roy, Mohamed Yahya2018arxiv 1809.09528
GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question AnsweringDrew A. Hudson, Christopher D. Manning2019arxiv 1902.09506
Grid-LOGAT: Grid Based Local and Global Area Transcription for Video Question AnsweringMd Intisar Chowdhury, Kittinun Aukkapinyo, Hiroshi Fujimura2025arxiv 2505.24371
Multi-Agents Based on Large Language Models for Knowledge-based Visual Question AnsweringZhongjian Hu, Peng Yang, Bing Li2024arxiv 2412.18351
Conformal P-Value in Multiple-Choice Question Answering Tasks with Provable Risk ControlYuanchang Ye2025arxiv 2508.10022
ElectroVizQA: How well do Multi-modal LLMs perform in Electronics Visual Question Answering?Pragati Shuddhodhan Meshram, Swetha Karthikeyan, Bhavya Bhavya2024arxiv 2412.00102
LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question AnsweringZujie Liang, Haifeng Hu, Jiaying Zhu2021arxiv 2105.14300
Crake: Causal-Enhanced Table-Filler for Question Answering over Large Scale Knowledge BaseMinhao Zhang, Ruoyu Zhang, Yanzeng Li2022arxiv 2207.03680
BanglaMedQA and BanglaMMedBench: Evaluating Retrieval-Augmented Generation Strategies for Bangla Biomedical Question AnsweringSadia Sultana, Saiyma Sittul Muna, Mosammat Zannatul Samarukh2025arxiv 2511.04560
DataFrame QA: A Universal LLM Framework on DataFrame Question Answering Without Data ExposureJunyi Ye, Mengnan Du, Guiling Wang2024arxiv 2401.15463
Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering BenchmarkZhikun Xu, Yinghui Li, Ruixue Ding2024arxiv 2402.19248
End-to-End Video Question Answering with Frame Scoring Mechanisms and Adaptive SamplingJianxin Liang, Xiaojun Meng, Yueqian Wang2024arxiv 2407.15047
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question AnsweringRujun Han, Yuhao Zhang, Peng Qi2024arxiv 2407.13998
SRAG: Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Wikipedia GraphTeng Lin, Yizhang Zhu, Yuyu Luo2025arxiv 2503.01346
Multi-Frame, Lightweight & Efficient Vision-Language Models for Question Answering in Autonomous DrivingAkshay Gopalkrishnan, Ross Greer, Mohan Trivedi2024arxiv 2403.19838
Visual Question Answering in Remote Sensing with Cross-Attention and Multimodal Information BottleneckJayesh Songara, Shivam Pande, Shabnam Choudhury2023arxiv 2306.14264
FinQAPT: Empowering Financial Decisions with End-to-End LLM-driven Question Answering PipelineKuldeep Singh, Simerjot Kaur, Charese Smiley2024arxiv 2410.13959
Prompting Medical Large Vision-Language Models to Diagnose Pathologies by Visual Question AnsweringDanfeng Guo, Demetri Terzopoulos2024arxiv 2407.21368
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning StrategiesMor Geva, Daniel Khashabi, Elad Segal2021arxiv 2101.02235