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Research

Papers for “question answering”

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

TitleAuthorsYearSource
What are the limits of cross-lingual dense passage retrieval for low-resource languages?Jie Wu, Zhaochun Ren, Suzan Verberne2024arxiv 2408.11942
Enhanced Fine-Tuning of Lightweight Domain-Specific Q&A Model Based on Large Language ModelsShenglin Zhang, Pengtian Zhu, Minghua Ma2024arxiv 2408.12247
Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal ModelsZhang Li, Biao Yang, Qiang Liu2023arxiv 2311.06607
VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMsRuotong Liao, Max Erler, Huiyu Wang2024arxiv 2409.20365
Downstream Trade-offs of a Family of Text WatermarksAnirudh Ajith, Sameer Singh, Danish Pruthi2023arxiv 2311.09816
Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal AssistantAbhirama Subramanyam Penamakuri, Anand Mishra2024arxiv 2410.19144
On the robustness of multimodal language model towards distractionsMing Liu, Hao Chen, Jindong Wang2025arxiv 2502.09818
EmbodiedEval: Evaluate Multimodal LLMs as Embodied AgentsZhili Cheng, Yuge Tu, Ran Li2025arxiv 2501.11858
Calibrating Uncertainty Quantification of Multi-Modal LLMs using GroundingTrilok Padhi, Ramneet Kaur, Adam D. Cobb2025arxiv 2505.03788
Towards Omnidirectional Reasoning with 360-R1: A Dataset, Benchmark, and GRPO-based MethodXinshen Zhang, Zhen Ye, Xu Zheng2025arxiv 2505.14197
Exploring Jailbreak Attacks on LLMs through Intent Concealment and DiversionTiehan Cui, Yanxu Mao, Peipei Liu2025arxiv 2505.14316
Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal ReasoningDeepanway Ghosal, Vernon Toh Yan Han, Chia Yew Ken2024arxiv 2403.03864
Graph Neural Networks in Vision-Language Image Understanding: A SurveyHenry Senior, Gregory Slabaugh, Shanxin Yuan2023arxiv 2303.03761
Tailoring Self-Rationalizers with Multi-Reward DistillationSahana Ramnath, Brihi Joshi, Skyler Hallinan2023arxiv 2311.02805
Venn Diagram Prompting : Accelerating Comprehension with Scaffolding EffectSakshi Mahendru, Tejul Pandit2024arxiv 2406.05369
Investigating and Addressing Hallucinations of LLMs in Tasks Involving NegationNeeraj Varshney, Satyam Raj, Venkatesh Mishra2024arxiv 2406.05494
Does Object Grounding Really Reduce Hallucination of Large Vision-Language Models?Gregor Geigle, Radu Timofte, Goran Glavaš2024arxiv 2406.14492
AlanaVLM: A Multimodal Embodied AI Foundation Model for Egocentric Video UnderstandingAlessandro Suglia, Claudio Greco, Katie Baker2024arxiv 2406.13807
Writing your own book: A method for going from closed to open book QA to improve robustness and performance of smaller LLMsGiorgi Kokaia, Pratyush Sinha, Yutong Jiang2023arxiv 2305.11334
LLM as A Robotic Brain: Unifying Egocentric Memory and ControlJinjie Mai, Jun Chen, Bing Li2023arxiv 2304.09349