Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T12:46:12.113877Z
Paper Citation Record · LEDGER
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models
As of 9 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2607.21617.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
57 of 57 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved57
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2506e149-4c5d-4c23-b8c7-5e1bec7c55c7 · outbound
This paper cites an unresolved cited work.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:05.563971Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12ce943d-fa6f-4641-bbe1-d67a27e3d30d · outbound
This paper cites an unresolved cited work.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:05.652444Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa56fc46-2ecc-4925-83b7-d8274caf0537 · outbound
This paper cites Journal of Foo , volume = 13, number = 1, pages =.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Journal of Foo , volume = 13, number = 1, pages =
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:05.817702Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3feaa8fe-548c-4cb2-ae68-fd73b28f048a · outbound
This paper cites Journal of Foo , volume = 14, number = 1, pages =.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Journal of Foo , volume = 14, number = 1, pages =
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:05.895645Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d39162e-ad9d-4bcd-a501-f0a62e46ae3c · outbound
This paper cites Trends in Cognitive Sciences , volume =.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Trends in Cognitive Sciences , volume =
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:06.004527Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e75dceea-c1bf-4d75-be06-48461e49af6c · outbound
This paper cites an unresolved cited work.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:06.101706Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81ad02b1-c20c-4302-9581-236f3c276028 · outbound
This paper cites arXiv preprint arXiv:2601.20552 , year=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models arXiv preprint arXiv:2601.20552 , year=
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:06.210404Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 495cdd24-5398-410a-bef2-65f8dd430fe7 · outbound
This paper cites an unresolved cited work.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:06.415503Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5209757-c56d-42c5-b2ce-b6d55e9b39a2 · outbound
This paper cites 5: A decoupled vision-language model for efficient high-resolution document parsing , author=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models 5: A decoupled vision-language model for efficient high-resolution document parsing , author=
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:06.591204Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00aff762-07d1-4c8a-b231-06e30cb5a17e · outbound
This paper cites READoc: A Unified Benchmark for Realistic Document Structured Extraction.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models READoc: A Unified Benchmark for Realistic Document Structured Extraction
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:06.801715Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8fb02da-0a11-4c58-b63e-8f2d9080f8f1 · outbound
This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:06.931296Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1c0290a-9c00-43fa-9366-08f455c5770f · outbound
This paper cites Qwen3-VL Technical Report.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Qwen3-VL Technical Report
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:07.069203Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58f3bfe7-80bf-4b5e-ad40-49f0033ef59f · outbound
This paper cites an unresolved cited work.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:07.238033Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f62387f8-0529-431a-a407-c6c2a6b700bb · outbound
This paper cites 2026 , eprint=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models 2026 , eprint=
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:07.417593Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a3473b54-a9c2-43a3-8d74-158a70e4d2fe · outbound
This paper cites Proceedings of the IEEE international conference on computer vision , pages=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Proceedings of the IEEE international conference on computer vision , pages=
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:07.559805Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 117d116e-3141-421d-96f4-800bea718c1f · outbound
This paper cites 2021 , eprint=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models 2021 , eprint=
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:07.675539Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9fa0babf-6708-4460-93d5-4728f1b8b621 · outbound
This paper cites 2024 , eprint=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models 2024 , eprint=
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:07.737098Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d095c590-24f6-470f-a039-d5219e9a0152 · outbound
This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:07.800275Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f1f44dd4-73b9-4bac-9200-c35f04826d3f · outbound
This paper cites Visual Instruction Tuning , url =.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Visual Instruction Tuning , url =
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:07.865094Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a88e607f-c268-407b-b433-a6ce145eb330 · outbound
This paper cites GPT-4 Technical Report.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models GPT-4 Technical Report
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:07.918581Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94eab9b6-08c6-4345-8d31-fe76ff7847b2 · outbound
This paper cites 2023 , eprint=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models 2023 , eprint=
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:08.056765Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf9bbd9e-5b13-4e88-852f-78888a90c54a · outbound
This paper cites OCRBench: on the hidden mystery of OCR in large multimodal models , volume=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models OCRBench: on the hidden mystery of OCR in large multimodal models , volume=
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:08.181936Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3266d655-2118-45e4-8058-452e9f17999f · outbound
This paper cites 2025 , eprint=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models 2025 , eprint=
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:08.377781Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b2d3719-4388-4112-93f2-d4aed75c1894 · outbound
This paper cites 2021 , eprint=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models 2021 , eprint=
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:08.539837Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96228a5e-dbda-4b47-b000-a1a800e4b1d1 · outbound
This paper cites 2024 , eprint=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models 2024 , eprint=
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:08.733743Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acdba914-2f72-4139-b604-3dcb96c3bd33 · outbound
This paper cites 2020 , eprint=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models 2020 , eprint=
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:08.880444Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83be50c9-17ef-4e33-92d1-383f440ca962 · outbound
This paper cites Survey of Hallucination in Natural Language Generation , volume=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Survey of Hallucination in Natural Language Generation , volume=
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:09.009817Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc7a3d58-72f4-4f7a-9a39-c66ac86c1eb2 · outbound
This paper cites 2023 , eprint=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models 2023 , eprint=
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:09.137858Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7a509ac8-3a29-45a8-88a2-9077eb0490e1 · outbound
This paper cites Forty-second International Conference on Machine Learning , year=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Forty-second International Conference on Machine Learning , year=
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:09.278951Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fa70d81-a0e3-4978-a9d0-b120f9b03f9d · outbound
This paper cites Linux Journal , volume=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Linux Journal , volume=
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:09.381601Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e67333de-d374-4cc8-bede-b4727713c7b8 · outbound
This paper cites National Science Review , volume=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models National Science Review , volume=
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:09.504605Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccaf5634-fbf2-4422-9539-f4bee3b06dcf · outbound
This paper cites IEEE transactions on pattern analysis and machine intelligence , volume=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models IEEE transactions on pattern analysis and machine intelligence , volume=
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:09.576749Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0a64ca0-7550-4def-924a-95cf1737f7f5 · outbound
This paper cites LayoutLM: Pre-training of Text and Layout for Document Image Understanding , url=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models LayoutLM: Pre-training of Text and Layout for Document Image Understanding , url=
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:09.648762Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 350f618f-059a-41b7-ba55-954416cb2379 · outbound
This paper cites Ocean-OCR: Towards General OCR Application via a Vision-Language Model.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Ocean-OCR: Towards General OCR Application via a Vision-Language Model
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:09.712264Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5dcf2d0-eb38-4d89-90a1-76b8b8a6d2bd · outbound
This paper cites arXiv preprint arXiv:2502.18443 , year=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models arXiv preprint arXiv:2502.18443 , year=
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:09.786583Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1d801ed-00cc-44b4-a674-a62160a0b3f4 · outbound
This paper cites MinerU: An Open-Source Solution for Precise Document Content Extraction.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models MinerU: An Open-Source Solution for Precise Document Content Extraction
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:09.834605Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6cf654f6-b8e2-46b7-bfd4-dc8472285628 · outbound
This paper cites PP-OCR: A Practical Ultra Lightweight OCR System.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models PP-OCR: A Practical Ultra Lightweight OCR System
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:09.903700Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3208d8a3-ba0b-4477-a22a-a040458141d6 · outbound
This paper cites Ninth international conference on document analysis and recognition (ICDAR 2007) , volume=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Ninth international conference on document analysis and recognition (ICDAR 2007) , volume=
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:09.982617Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6a80f1e-fd10-4168-98e4-4b78c9ac3e91 · outbound
This paper cites Proceedings of the 33rd ACM International Conference on Multimedia , pages=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Proceedings of the 33rd ACM International Conference on Multimedia , pages=
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:10.083752Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fbb042b-3d26-450e-a81c-df8ea532cd38 · outbound
This paper cites Journal of machine learning research , volume=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Journal of machine learning research , volume=
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:10.148535Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ff74ba2-0d7b-4154-9a18-52ad8d5f86df · outbound
This paper cites 2021 , publisher =.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models 2021 , publisher =
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:10.215369Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d790d216-96c4-4b5a-a2b9-a2aa1327bccd · outbound
This paper cites 2025 , howpublished =.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models 2025 , howpublished =
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:10.467072Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ff9148a-d2d0-41b5-8e2f-77fde8d1b489 · outbound
This paper cites Gemini: A Family of Highly Capable Multimodal Models.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Gemini: A Family of Highly Capable Multimodal Models
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:10.631021Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4be17acc-ce43-4ce5-a1d3-191c13f5a822 · outbound
This paper cites ArXiv , year=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models ArXiv , year=
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:10.833031Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e7b6a7c-e5c9-4bd9-b3dd-fc45d1c41fbb · outbound
This paper cites Synthetic and Natural Noise Both Break Neural Machine Translation.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Synthetic and Natural Noise Both Break Neural Machine Translation
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:10.997571Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 830efd6d-2cf9-4606-8a6b-4d1427ef2019 · outbound
This paper cites Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:11.160831Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06c4e05f-6f1c-4428-84b8-3618773331e7 · outbound
This paper cites Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics , pages=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics , pages=
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:11.255823Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3bc4cac9-7383-4f29-b767-246a0b6046e6 · outbound
This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:11.345358Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 35c88fa4-4807-4b80-a29a-539699e3a66e · outbound
This paper cites Qwen3.5-Omni Technical Report.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Qwen3.5-Omni Technical Report
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:11.456166Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdbc8cab-a8f3-4595-baf1-9cc026a839ad · outbound
This paper cites arXiv preprint arXiv:2510.17771 , year=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models arXiv preprint arXiv:2510.17771 , year=
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:11.588458Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90c8079e-6d5d-48f6-a6c6-372bf49b2598 · outbound
This paper cites Vision Language Models are Biased.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Vision Language Models are Biased
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:11.638518Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d01c5297-61e0-4901-bdd7-ef70a5c2b097 · outbound
This paper cites Findings of the Association for Computational Linguistics: NAACL 2025 , pages=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Findings of the Association for Computational Linguistics: NAACL 2025 , pages=
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:11.740750Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02b638c6-b96b-4c5b-b6dd-8f5c1690261e · outbound
This paper cites Proceedings of the 2023 conference on empirical methods in natural language processing , pages=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Proceedings of the 2023 conference on empirical methods in natural language processing , pages=
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:11.787638Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 922e6cd1-b60e-4253-ad2c-c0c94c0dc56c · outbound
This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:11.856663Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f392fc2-ebd7-4c9d-b058-17b934684485 · outbound
This paper cites AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models AMBER: An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:11.926310Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29d1489b-8bfe-4abc-8a9d-3c27e3256531 · outbound
This paper cites 2026 , howpublished=.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models 2026 , howpublished=
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:11.997842Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9e2377e-e515-40a3-92e3-f7617384f504 · outbound
This paper cites OpenAI GPT-5 System Card.
Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models OpenAI GPT-5 System Card
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T12:46:12.113877Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.