Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T10:40:45.271374Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 3 inbound Pith citation observations for arXiv:2510.09733.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T10:40:45.271374Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-02T13:26:30.298761Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-11T06:11:03.314967Z
41 of 41 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 0f676318-d5c5-4301-b671-27ab49a04525 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13273786-95f4-447f-b371-5cd1191bf618 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation ColPali: Efficient Document Retrieval with Vision Language Models
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18f4960a-efbd-4a31-8668-efc10eade051 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 5
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Unavailable: canonical work link unavailable.
Observation db067711-b5e6-41fa-8bca-fe48a7ebde2d · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Sufficient context: A new lens on retrieval augmented generation systems
Reference 6
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Observation 6b112fef-c78b-471e-a5ac-e9abc202bd2f · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Retrieval-augmented gener- ation for knowledge-intensive NLP tasks
Reference 7
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Unavailable: canonical work link unavailable.
Observation dc1e5cb2-075b-41e1-b5c1-d43d63842083 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1af78be-1a98-4ab4-9aa8-268e8e5f965b · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation MMLONGBENCH-DOC: benchmarking long-context document understanding with visualizations
Reference 10
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Unavailable: canonical work link unavailable.
Observation 2bbdaa40-42cb-4216-9af5-abf927a224a0 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Chartqa: A bench- mark for question answering about charts with visual and logical reasoning
Reference 11
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Unavailable: canonical work link unavailable.
Observation 52aa5362-0795-4a85-8fe7-7dc7265b75d2 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation MM-Eureka: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning
Reference 13
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Unavailable: canonical work link unavailable.
Observation dc0df9de-a0b7-4b51-b1f2-12b2f71ac1f1 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Compositional chain-of- thought prompting for large multimodal models
Reference 14
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Observation 7dd9a68c-cf7a-486b-a568-c69818d463ae · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation
Reference 15
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Unavailable: canonical work link unavailable.
Observation 7bf37899-8192-4252-b32b-46004f9abf72 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Direct preference optimization: Your language model is secretly a reward model
Reference 16
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Unavailable: canonical work link unavailable.
Observation 50481eac-6e75-479f-bb53-dabbba35c617 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model
Reference 19
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Unavailable: canonical work link unavailable.
Observation b894b856-43a3-4224-b398-0ba3694c7389 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation R1-Searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning
Reference 20
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Unavailable: canonical work link unavailable.
Observation 89dc95ed-2c01-4b09-84bc-c5f9d8f5d052 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Slidevqa: A dataset for document visual question answering on multiple images
Reference 21
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Unavailable: canonical work link unavailable.
Observation 52d1dcbe-62e6-40ed-b846-3e4e07250478 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents
Reference 22
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Unavailable: canonical work link unavailable.
Observation cd68caac-9f0d-4ae3-90d8-da8961af88f8 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation MMSearch-R1: Incentivizing LMMs to Search
Reference 23
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Unavailable: canonical work link unavailable.
Observation f71a09d5-6d54-4b7c-8b97-ee11e5773ca8 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation MiMo-VL Technical Report
Reference 24
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Unavailable: canonical work link unavailable.
Observation 2def8d7a-dddd-4ee8-9c4d-dc480f652b25 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Visrag: Vision-based retrieval-augmented generation on multi- modality documents
Reference 25
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Unavailable: canonical work link unavailable.
Observation b41ac04a-da97-4869-a536-9d821f622145 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Vision-R1: Evolving Human-Free Alignment in Large Vision-Language Models via Vision-Guided Reinforcement Learning
Reference 26
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Unavailable: canonical work link unavailable.
Observation cd670699-7307-452d-85fd-260683163256 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation CoCoT: Contrastive Chain-of-Thought Prompting for Large Multimodal Models with Multiple Image Inputs
Reference 27
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Unavailable: canonical work link unavailable.
Observation 375cf03b-0826-4779-8034-58bf37bed387 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models
Reference 28
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Unavailable: canonical work link unavailable.
Observation c6b1a08a-4ce9-46ab-b18e-edb10fcb4c80 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Each dataset provides ground-truth answer image IDs
Reference 29
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Unavailable: canonical work link unavailable.
Observation b4443730-2d6f-4012-8e8a-009db839392a · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation During the retrieval stage, VisRAG-Ret retrieves the top five can- didate images for each query
Reference 30
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Unavailable: canonical work link unavailable.
Observation d16caa28-0fc5-4fea-a0be-c7bbb885efbe · outbound
Reference 31
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Unavailable: canonical work link unavailable.
Observation 9d8ed55e-988c-4eef-90c3-d35a44a09daf · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation General VLMs.We assessed general vision-language models across different scales, namely Qwen2.5-VL-7B and Qwen2.5-VL-32B (Bai et al., 2025), as well as MiMo-VL-7B-RL (Xiaomi, 2025)
Reference 32
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Unavailable: canonical work link unavailable.
Observation 92965a41-cff5-4a4c-a3a4-f2e16949db08 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Why Young Americans are Driving So Much Less Than Their Parents
Reference 33
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Unavailable: canonical work link unavailable.
Observation 41a13791-1866-43c8-a364-ace509891717 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation This image contains the information needed to identify the country and its major languages.Image 2 is the China Fact Sheet
Reference 36
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Unavailable: canonical work link unavailable.
Observation 6372b211-81ff-4845-95b4-c133ed76e65c · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Unresolved cited work
Reference 37
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Observation bffc8a2f-b688-4e97-9854-2f432258b54f · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Unresolved cited work
Reference 38
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Unavailable: canonical work link unavailable.
Observation 6ee18de2-282a-4466-83d0-a5c95369e45e · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Unresolved cited work
Reference 39
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Unavailable: canonical work link unavailable.
Observation ffc2d9ef-4a2a-4a8e-a209-4dd6e57e6e02 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation These languages are Mandarin, Yue (Cantonese), Wu (Shanghainese), Minbei(Fuzhou), Minnan (Hokkien-Taiwanese), Xiang, and Gan
Reference 40
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Unavailable: canonical work link unavailable.
Observation e9c3c62b-efab-4f47-aa01-b93e1b0ed4d1 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Unresolved cited work
Reference 41
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Unavailable: canonical work link unavailable.
Observation ae741f1b-d388-4662-8b9b-1bc7054fd425 · outbound
Reference 1997
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Unavailable: canonical work link unavailable.
Observation fe31c3db-833c-4e61-b948-75c84f96beb5 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Why Young Americans Are Driving So Much Less Than Their Parents
Reference 2012
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Unavailable: canonical work link unavailable.
Observation 27b4a6d3-525d-4e6c-aa8a-d60657cf72bb · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 2017
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Unavailable: canonical work link unavailable.
Observation 4f9ef482-114f-4fb3-99e0-b3ffb326e293 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Search-o1: Agentic Search-Enhanced Large Reasoning Models
Reference 2020
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Unavailable: canonical work link unavailable.
Observation 9b1dbc2d-de7f-4284-ae36-ce4007a7ac8c · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Infographicvqa
Reference 2022
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Unavailable: canonical work link unavailable.
Observation d9277bbb-9f91-4800-83d6-38035ce912e4 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Proximal Policy Optimization Algorithms
Reference 2023
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Unavailable: canonical work link unavailable.
Observation 1a25c138-4432-4899-9b93-a37674037146 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation Qwen2.5-VL Technical Report
Reference 2024
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Unavailable: canonical work link unavailable.
Observation 3092fd19-e853-46fa-a63f-510b2ef40d08 · outbound
VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation github.io/blog/2025/Polaris
Reference 2025
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Observation 8314f735-3cd5-4026-a69b-37eb60ce1769 · inbound
VISOR: Agentic Visual Retrieval-Augmented Generation via Iterative Search and Over-horizon Reasoning VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c5b73bbf-e22c-4165-9cb5-f1312655973b · inbound
VLD-RAG: Agentic Vision-Language Retrieval-Augmented Generation for Long, Visually-Rich Multi-Page Documents VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation
Reference 1166
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Unavailable: canonical work link unavailable.
Observation 0c1c64e5-43e1-4b3d-936e-77c1ad65fa16 · inbound
HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation
Reference 21
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Unavailable: canonical work link unavailable.