Paper Citation Record · LEDGER

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning

As of 12 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2607.20511.

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

pith.paper-citation-record.v1
2607.20511 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T08:43:26.168569Z

measured 40 of 40 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

40 of 40 outbound references displayed

verified exact0
verified fuzzy0
unresolved39
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b9a91c86-c35b-4c7d-ad6e-bab6e950f9be · outbound

This paper cites GPT-4 Technical Report.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:22.449328Z

Source-reported events for the cited work

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Observation 75e5251c-7084-49ad-b6a9-37b59ba55880 · outbound

This paper cites Advances in neural information processing systems32(2019).

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning Advances in neural information processing systems32(2019)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:22.518105Z

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Observation 0be6bda0-6973-48c7-8799-4feefd64adf2 · outbound

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

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:22.603014Z

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Observation a1473f0e-ef71-4b43-a30d-4d03eb9db4ab · outbound

This paper cites MapQA: A Dataset for Question Answering on Choropleth Maps.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:22.776469Z

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Observation f6778f60-9cdc-4fa4-89dc-86d9c5a42ca1 · outbound

This paper cites Advances in Neural Information Processing Systems37, 57817–57840 (2024).

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning Advances in Neural Information Processing Systems37, 57817–57840 (2024)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:22.897583Z

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Observation 78d7c45e-8767-47d2-a6e3-c753265ed171 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:23.016912Z

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Observation 7e9f1c12-f8f2-4d61-b517-1af85ee41d60 · outbound

This paper cites Advances in neural information processing systems36, 49250–49267 (2023).

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning Advances in neural information processing systems36, 49250–49267 (2023)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:23.147456Z

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Observation 9e468800-2745-4af0-81d3-f7dc8805bf89 · outbound

This paper cites In: Che, W., Nabende, J., Shutova, E., Pilehvar, M.T.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Che, W., Nabende, J., Shutova, E., Pilehvar, M.T

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-08-02T08:43:23.260181Z

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Observation 03c22f92-c8f0-42ad-ba31-2949cf20ee58 · outbound

This paper cites In: Proceedings of the IEEE/CVF Inter- national Conference on Computer Vision.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Proceedings of the IEEE/CVF Inter- national Conference on Computer Vision

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:23.332095Z

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Observation 2ddd060d-39c8-489d-b84f-41f22aa8c163 · outbound

This paper cites In: Findings of the Association for Computational Lin- guistics: ACL 2025.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Findings of the Association for Computational Lin- guistics: ACL 2025

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:23.409187Z

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Observation 1e3ee992-56b3-4fbd-95df-ad6f399cc01e · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:23.549092Z

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Observation c55c5b42-1470-44e7-aef4-aa662af06a8e · outbound

This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:23.625663Z

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Observation 90130ee6-006e-4bdd-9450-0f1b00be228e · outbound

This paper cites In: Proceedings of the IEEE/CVF international conference on computer vision.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:23.738535Z

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Observation 5fe9a4a2-0382-44c2-b3b3-8fb2c963ee7b · outbound

This paper cites In: International Con- ference on Learning Representations (2022),https://openreview.net/forum?id= nZeVKeeFYf9.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: International Con- ference on Learning Representations (2022),https://openreview.net/forum?id= nZeVKeeFYf9

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:23.885528Z

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Observation 117f5408-cf53-4ce0-a85f-fe4166150397 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:24.014961Z

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Unavailable: canonical work link unavailable.

Observation d2941d3e-3a0e-4a11-88ec-836f2ea7e43d · outbound

This paper cites Neural computation3(1), 79–87 (1991).

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning Neural computation3(1), 79–87 (1991)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:24.164039Z

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Unavailable: canonical work link unavailable.

Observation b5e26e07-0a68-4895-9fd3-995b22641daf · outbound

This paper cites Mistral 7B.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning Mistral 7B

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:24.391339Z

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Observation 527341e2-4c8f-4fd1-b3fb-d0acedd5c2d8 · outbound

This paper cites In: European conference on computer vision.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: European conference on computer vision

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:24.603127Z

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Unavailable: canonical work link unavailable.

Observation ba8837ef-6cb7-4cfc-ba47-25b7c7277dd2 · outbound

This paper cites In: Proceedings of the IEEE Conference on Computer Vision and Pattern recognition.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Proceedings of the IEEE Conference on Computer Vision and Pattern recognition

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:24.772928Z

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Unavailable: canonical work link unavailable.

Observation 1bd83790-9812-4c54-ba58-ed38e1ad8966 · outbound

This paper cites In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:24.806854Z

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Observation a74db45e-b1ba-4472-8f73-3e65f592539e · outbound

This paper cites In: proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:24.857232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbfc575c-8d61-4b4f-9fc5-262ccdd9c996 · outbound

This paper cites an unresolved cited work.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:24.902015Z

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Observation 4bbb9eaa-5b04-4ca6-9384-01f38da676e3 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:24.984216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4ba42d7-912a-410d-9ece-5fc5354896a5 · outbound

This paper cites Advances in neural information processing systems36, 34892–34916 (2023).

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning Advances in neural information processing systems36, 34892–34916 (2023)

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:25.057275Z

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Unavailable: canonical work link unavailable.

Observation 206c6c66-5b4f-45c8-b5f8-533d725468e4 · outbound

This paper cites IEEE Transactions on Geoscience and Remote Sensing 58(12), 8555–8566 (2020) SiGMA 17.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning IEEE Transactions on Geoscience and Remote Sensing 58(12), 8555–8566 (2020) SiGMA 17

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:25.105252Z

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Observation 66524933-1b5e-4407-960e-5e0098c59e71 · outbound

This paper cites In: The Twelfth International Conference on Learning Representations (2024).

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: The Twelfth International Conference on Learning Representations (2024)

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:25.153685Z

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Observation 4eebf3ef-aced-4a2a-a21a-3c9dba41ed1f · outbound

This paper cites IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:25.286683Z

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Observation f272b67e-2881-49df-b695-aa203dec8faa · outbound

This paper cites an unresolved cited work.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:25.318428Z

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Observation 365ab85d-4046-41e6-ac9a-67800b7dba1d · outbound

This paper cites In: Proceedings of the IEEE international conference on computer vision.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Proceedings of the IEEE international conference on computer vision

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:25.360926Z

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Observation 4fdbc4e2-769c-4f09-825f-1069d44c801d · outbound

This paper cites In: International conference on machine learning.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: International conference on machine learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:25.473249Z

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Unavailable: canonical work link unavailable.

Observation b7e05e5e-8d8d-4a6b-840e-0c1c24bd798e · outbound

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SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: International Conference on Learning Representations (2017)

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:25.584366Z

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Unavailable: canonical work link unavailable.

Observation 49ce985a-a2f7-49af-a6d0-bfc15e076d1a · outbound

This paper cites In: European conference on computer vision.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: European conference on computer vision

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:25.611389Z

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Observation 43819c0b-485d-47ad-b7c2-1d383cb684e9 · outbound

This paper cites an unresolved cited work.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:25.720079Z

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Observation dc3ab7cd-a7c6-44f1-9c8f-a9ca0b3c6748 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:25.838477Z

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Observation cc41ccc5-a542-49c1-be13-ee39c6a19964 · outbound

This paper cites In: Findings of the Association for Computational Linguistics: EMNLP 2023.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Findings of the Association for Computational Linguistics: EMNLP 2023

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:25.872043Z

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Observation e2e6877e-b9b5-4f49-ab2c-de2f3f4c49dd · outbound

This paper cites FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning FinVis-GPT: A Multimodal Large Language Model for Financial Chart Analysis

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:25.966057Z

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Observation 6052cd14-92f3-464c-87f9-0b26aa2718c1 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:26.019842Z

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Observation b95ae8d1-fd27-49d0-bb23-2e26bc287c13 · outbound

This paper cites In: Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning In: Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:26.066650Z

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Observation 6108ddf9-d9a4-4f4d-8596-1b90b243281b · outbound

This paper cites arXiv preprint arXiv:2506.05453 (2025).

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning arXiv preprint arXiv:2506.05453 (2025)

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:26.127444Z

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Unavailable: canonical work link unavailable.

Observation 871ed918-5126-4049-945a-b7629e77c931 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:26.168569Z

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Pith citing papers

No inbound Pith citation observations are available.