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Research

Papers for “question answering”

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

TitleAuthorsYearSource
Understanding Complexity in VideoQA via Visual Program GenerationCristobal Eyzaguirre, Igor Vasiljevic, Achal Dave2025arxiv 2505.13429
VideoQA in the Era of LLMs: An Empirical StudyJunbin Xiao, Nanxin Huang, Hangyu Qin2024arxiv 2408.04223
KSHSeek: Data-Driven Approaches to Mitigating and Detecting Knowledge-Shortcut Hallucinations in Generative ModelsZhongxin Liu, Zhiwei Wang, Jun Niu2025arxiv 2503.19482
TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document ReasoningXiaohan Yu, Pu Jian, Chong Chen2025arxiv 2506.10380
ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital EnvironmentsSourjyadip Ray, Kushal Gupta, Soumi Kundu2024arxiv 2410.06420
FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food CultureWenyan Li, Xinyu Zhang, Jiaang Li2024arxiv 2406.11030
Domain Adaptation of VLM for Soccer Video UnderstandingTiancheng Jiang, Henry Wang, Md Sirajus Salekin2025arxiv 2505.13860
Streaming Video Instruction TuningJiaer Xia, Peixian Chen, Mengdan Zhang2025arxiv 2512.21334
AudioMotionBench: Evaluating Auditory Motion Perception in Audio LLMsZhe Sun, Yujun Cai, Jiayu Yao2025arxiv 2511.13273
ViTaB-A: Evaluating Multimodal Large Language Models on Visual Table AttributionYahia Alqurnawi, Preetom Biswas, Anmol Rao2026arxiv 2602.15769
An Iterative Utility Judgment Framework Inspired by Philosophical Relevance via LLMsHengran Zhang, Keping Bi, Jiafeng Guo2024arxiv 2406.11290
Photon: Speedup Volume Understanding with Efficient Multimodal Large Language ModelsChengyu Fang, Heng Guo, Zheng Jiang2026arxiv 2603.25155
Diagnosing Causal Reasoning in Vision-Language Models via Structured Relevance GraphsDhita Putri Pratama, Soyeon Caren Han, Yihao Ding2026arxiv 2602.20878
Islamic Large Language Models: From Knowledge Acquisition to Trustworthy and Hallucination-Resistant AIMohammed Amine Mouhoub2026arxiv 2606.16629
Beyond Chunk-Local Extraction: Cross-Chunk Graph Augmentation for GraphRAGJiaming Zhang, Yibo Zhao, Jing Yu2026arxiv 2605.28004
RoboVista: Evaluating Vision Language Models for Diverse Robot ApplicationsShuangyu Xie, Kaiyuan Chen, Ziyang Chen2026arxiv 2607.04610
RAVEN: Long-Horizon Reasoning & Navigation with a Visuo-Spatio-Temporal MemoryYixun Hu, Zhicheng Zheng, Lihan Zha2026arxiv 2606.25206
Measuring User's Mental Models of Speech Translation in Human-AI CollaborationHyoJung Han, Nishant Balepur, Jordan Boyd-Graber2026arxiv 2606.24644
DocMaster: A Hierarchical Structure-Aware System for Document AnalysisZiqi Chen, Yingli Zhou, Fangyuan Zhang2026arxiv 2607.08539
Teaching Foundation Models to Read mmWave: Pose-Guided Kinematic Representation for Human Behavior UnderstandingDuo Zhang, Zhehui Yin, Zhiyun Yao2026arxiv 2608.04127