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Papers for “question answering”

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

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TitleAuthorsYearSource
AgentWebBench: Benchmarking Multi-Agent Coordination in Agentic WebShanshan Zhong, Kate Shen, Chenyan Xiong2026arxiv 2604.10938
Zoom-Zero: Reinforced Coarse-to-Fine Video Understanding via Temporal Zoom-inXiaoqian Shen, Min-Hung Chen, Yu-Chiang Frank Wang2025arxiv 2512.14273
Halluverse-M^3: A multitask multilingual benchmark for hallucination in LLMsSamir Abdaljalil, Parichit Sharma, Erchin Serpedin2026arxiv 2602.06920
VLSP 2021 - ViMRC Challenge: Vietnamese Machine Reading ComprehensionKiet Van Nguyen, Son Quoc Tran, Luan Thanh Nguyen2022arxiv 2203.11400
Time to Revist Exact MatchAuss Abbood, Zaiqiao Meng, Nigel Collier2025arxiv 2509.16720
SCRAMBLe : Enhancing Multimodal LLM Compositionality with Synthetic Preference DataSamarth Mishra, Kate Saenko, Venkatesh Saligrama2025arxiv 2504.04740
Learning to Focus and Precise Cropping: A Reinforcement Learning Framework with Information Gaps and Grounding Loss for MLLMsXuanpu Zhao, Zhentao Tan, Dianmo Sheng2026arxiv 2603.27494
Data Organization Matters in Multimodal Instruction Tuning: A Controlled Study of Capability Trade-offsGuowei Tang2026arxiv 2603.27744
KLDrive: Fine-Grained 3D Scene Reasoning for Autonomous Driving based on Knowledge GraphYe Tian, Jingyi Zhang, Zihao Wang2026arxiv 2603.21029
AQuA: Toward Strategic Response Generation for Ambiguous Visual QuestionsJihyoung Jang, Hyounghun Kim2026arxiv 2603.07394
VLD-RAG: Agentic Vision-Language Retrieval-Augmented Generation for Long, Visually-Rich Multi-Page DocumentsSeonok Kim2026arxiv 2607.24748
Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative SearchHaoran Sun, Yankai Jiang, Wenjie Lou2025arxiv 2506.16962
Structured Memory Mechanisms for Stable Context Representation in Large Language ModelsYue Xing, Tao Yang, Yijiashun Qi2025arxiv 2505.22921
TextVidBench: A Benchmark for Long Video Scene Text UnderstandingYangyang Zhong, Ji Qi, Yuan Yao2025arxiv 2506.04983
RConE: Rough Cone Embedding for Multi-Hop Logical Query Answering on Multi-Modal Knowledge GraphsMayank Kharbanda, Rajiv Ratn Shah, Raghava Mutharaju2024arxiv 2408.11526
ScIRGen: Synthesize Realistic and Large-Scale RAG Dataset for Scientific ResearchJunyong Lin, Lu Dai, Ruiqian Han2025arxiv 2506.11117
SafePLUG: Empowering Multimodal LLMs with Pixel-Level Insight and Temporal Grounding for Traffic Accident UnderstandingZihao Sheng, Zilin Huang, Yansong Qu2025arxiv 2508.06763
Trained on Tokens, Calibrated on Concepts: The Emergence of Semantic Calibration in LLMsPreetum Nakkiran, Arwen Bradley, Adam Goliński2025arxiv 2511.04869
Jarvis: Towards Personalized AI Assistant via Personal KV-Cache RetrievalBinxiao Xu, Junyu Feng, Shaolin Lu2025arxiv 2510.22765
DenseScan: Advancing 3D Scene Understanding with 2D Dense AnnotationZirui Wang, Tao Zhang2025arxiv 2512.00226