Paper Citation Record · LEDGER

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs

As of 12 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2411.19187.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2411.19187 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:30:29.068562Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

verified exact1
verified fuzzy0
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 79d2b3a4-ff9d-44c3-acaf-a142978e4944 · outbound

This paper cites online" 'onlinestring :=.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.724893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6b2885a-a794-4fa4-acd6-2c78f25d7b24 · outbound

This paper cites write newline.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.734016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ab5ed0a-e289-4657-a2bf-8f37ac8bf297 · outbound

This paper cites The Internal State of an LLM Knows When It's Lying.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs The Internal State of an LLM Knows When It's Lying

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.742633Z

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Unavailable: canonical work link unavailable.

Observation d88b799c-4b1f-4f56-a520-6e1c1683d663 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.751464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f1ae526-d976-43dc-875b-b976974f6d4b · outbound

This paper cites Hallucination of Multimodal Large Language Models: A Survey.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Hallucination of Multimodal Large Language Models: A Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.759298Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14416cd9-1b71-4634-8dd1-348dd7be2d1d · outbound

This paper cites Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.766759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 609d4af5-3150-4f8c-9ab1-84f8bc084176 · outbound

This paper cites INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.775478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58183827-ff4d-4bef-b125-90747981041b · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:30:30.467275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 67fe48d7-b5d2-489b-8e67-28893ecc7cee · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.788996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31d6784e-93f2-4fef-9e59-b724dd020d23 · outbound

This paper cites DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.794818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74939634-deb3-4302-9f8d-04a528a7b796 · outbound

This paper cites InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs InternLM-XComposer2: Mastering Free-form Text-Image Composition and Comprehension in Vision-Language Large Model

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.800185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f43c40aa-3039-4a66-beac-a64ad2812eaf · outbound

This paper cites RARR: Researching and Revising What Language Models Say, Using Language Models.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs RARR: Researching and Revising What Language Models Say, Using Language Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.805725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 549b25a9-4f4e-4206-bb8d-9d9f1c1fe5ad · outbound

This paper cites Enabling Large Language Models to Generate Text with Citations.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Enabling Large Language Models to Generate Text with Citations

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.811033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0af114e3-8b02-4ccd-b3da-512d183af815 · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.822884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f197368-552e-493b-b9d5-cc4730d827a1 · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.830730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae02e8d7-584c-41ff-a0b1-deeb691cce3f · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:30:30.375330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ae92534b-51f0-4990-a7bc-43e75dd13768 · outbound

This paper cites Towards Mitigating Hallucination in Large Language Models via Self-Reflection.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Towards Mitigating Hallucination in Large Language Models via Self-Reflection

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.849282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff761382-1983-4874-b426-85c06ace8390 · outbound

This paper cites Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.856594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7320da05-7bbb-4e55-9216-3289bbe9cb8a · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.862855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fedc62e2-3999-4a92-8d17-6ad7826d773f · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:30:30.352341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 59d11d14-e604-43a6-bfbd-70cfaba984d7 · outbound

This paper cites Latent Retrieval for Weakly Supervised Open Domain Question Answering.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Latent Retrieval for Weakly Supervised Open Domain Question Answering

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.873382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7318a09b-f5c0-4bd5-8c7b-773cbc60b696 · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:30:30.330765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8176da66-b052-4247-aa96-1444c4a42071 · outbound

This paper cites A Survey on Hallucination in Large Vision-Language Models.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs A Survey on Hallucination in Large Vision-Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.885905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c192a0b-9b3b-4f5f-b226-bfdc947ea4d3 · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.891951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01c4bebd-15c9-4be8-91d7-2ea85a83aebb · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:30:30.287489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2da2a969-5d48-40b8-ba10-6df9a264672d · outbound

This paper cites Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.905805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c3810d7-ca8e-4d97-8e6e-e889c3fbb619 · outbound

This paper cites Kosmos-2: Grounding Multimodal Large Language Models to the World.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Kosmos-2: Grounding Multimodal Large Language Models to the World

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.912523Z

Source-reported events for the cited work

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Observation 81b78f27-2b32-4533-9a4b-4a2a85b0d1b4 · outbound

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Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Peering into the Mind of Language Models: An Approach for Attribution in Contextual Question Answering

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.920670Z

Source-reported events for the cited work

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Observation 9a4b11d6-52b3-43d8-a6a4-05f25c1ff7f6 · outbound

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Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.931434Z

Source-reported events for the cited work

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Observation 7afbbc3e-f846-4990-a288-919889ff16ae · outbound

This paper cites Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.940113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94578df9-6f54-486e-9d28-a3f1226aa5d8 · outbound

This paper cites A First Look: Towards Explainable TextVQA Models via Visual and Textual Explanations.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs A First Look: Towards Explainable TextVQA Models via Visual and Textual Explanations

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-12T10:30:29.563644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fed211c7-23e7-4a09-ac4c-78e9ffae8a16 · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:30:30.264622Z

Source-reported events for the cited work

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Observation 7dbe871e-a673-43a6-b81d-84cea36b1d05 · outbound

This paper cites Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.963840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f921ea6d-5e77-42ab-9348-a4bc98f2a6ba · outbound

This paper cites Trusting Your Evidence: Hallucinate Less with Context-aware Decoding.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Trusting Your Evidence: Hallucinate Less with Context-aware Decoding

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.970375Z

Source-reported events for the cited work

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Observation 97aeae54-de01-4f61-99ec-4f8ef9e0cbfb · outbound

This paper cites Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unsupervised Real-Time Hallucination Detection based on the Internal States of Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.976146Z

Source-reported events for the cited work

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Observation 32c37365-18e3-45b4-af98-8d764a0f2a72 · outbound

This paper cites Recitation-Augmented Language Models.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Recitation-Augmented Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.981465Z

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Observation b38acd07-d06d-4828-aa81-fc99468c7951 · outbound

This paper cites LXMERT: Learning Cross-Modality Encoder Representations from Transformers.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs LXMERT: Learning Cross-Modality Encoder Representations from Transformers

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:28.989536Z

Source-reported events for the cited work

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Observation 43c0e182-961f-4b2a-bf8c-8c53aaab370a · outbound

This paper cites Fine-tuning Language Models for Factuality.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Fine-tuning Language Models for Factuality

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:29.000009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 712a34ab-8d14-4ceb-830a-11e4a34f4725 · outbound

This paper cites A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:29.012416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89ed76e3-810d-4c04-86be-724714943fd6 · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:30:30.243728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ad31bf02-889f-492a-8b9c-b31330d41642 · outbound

This paper cites A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:29.028641Z

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This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:29.040507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00e3b3a9-f0d4-4328-bf3d-e3dec919145d · outbound

This paper cites Do Llamas Work in English? On the Latent Language of Multilingual Transformers.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Do Llamas Work in English? On the Latent Language of Multilingual Transformers

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:29.049388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4652167-860a-4d5a-a1c3-07da78f492df · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:29.055110Z

Source-reported events for the cited work

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Observation aac6fe8b-2190-47a5-a543-6161cb610f45 · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-12T10:30:29.061372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bea775a9-1ea3-43f9-94e6-4f5601323eef · outbound

This paper cites an unresolved cited work.

Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:30:30.211492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.