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Paper Citation Record · LEDGER

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction

As of 23 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2608.04949.

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

pith.paper-citation-record.v1
2608.04949 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:11:07.556839Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

56 of 56 outbound references displayed

  • verified exact3
  • verified fuzzy5
  • unresolved45
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b98d4309-355b-44c3-98fc-a90664e5069e · outbound

This paper cites Alemi, Ian Fischer, Joshua V.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Alemi, Ian Fischer, Joshua V

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T13:11:17.179294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation b3b0d0c8-7ef9-48d7-93ee-ec255cbe2f2e · outbound

This paper cites Qwen2.5-VL Technical Report.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Qwen2.5-VL Technical Report

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T13:11:07.300980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:11:07.300980Z digest=sha256:fddcb9051f021741efb7466006e374df7297470179e758943ebd24b79123e31f

Observation 879aa7af-d2ed-4f8a-96ba-e5ab555b91dc · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:16.898663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.304797Z digest=sha256:6bd70ff0dcb8296ad800b5355113252b4074ab5a17ec5a03b0aef2f185af33c1

Observation d5f1363e-28c2-4b64-af79-e2aec9a33588 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:16.791071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.308414Z digest=sha256:137e663ce662bc4fdf93c38c74bde7526449154d2da1ceb880a63d3b7fe8ed97

Observation e138b5fb-1a90-4174-96be-ef2caa51542f · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:16.568843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 08f2859a-c28e-4884-b4a7-76e1da469cc9 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:16.411879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 18f723cb-27f6-46c2-95a6-55d4f3223942 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:16.196382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.320618Z digest=sha256:a894bd972806dd7755129e70dae0ef450898cb886ca2f24db06411bac4a61f38

Observation af3b8891-f68d-4d81-b0d3-9d849bc1d45b · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:16.007451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation b8dc44c6-0667-4106-9af3-3cacd21046b3 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:15.773814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.327651Z digest=sha256:bcd93510ec9e94132f30fe479883ee392a92f99aeba03458f00ca223c26cc8df

Observation 34aa7020-8d66-4cb8-9bb0-492e14c91b19 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:15.555275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 469ca06b-104a-4214-a64f-bf50c3fbd087 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:15.325990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 898fef1e-1b53-4bbf-a55e-437063b67330 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:15.110865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 9294e46f-259e-481c-b1a2-27638cb13431 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:14.751562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 785ba6f3-44b4-4770-b767-bb29d48088b2 · outbound

This paper cites Hinton and Sam T.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Hinton and Sam T

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T13:11:14.287895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 6367a378-c5c8-4aec-9dbf-d174e1f47af6 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:13.969651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation d616d20c-3cf5-42c2-8d00-2915a9cf9248 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:13.688457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation fd96b1fd-c339-4155-beb0-2168bcbeee6a · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T13:11:07.361181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 57de9abf-7e3a-48f0-ad78-1e6136c77991 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:13.367440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation d2722efd-412c-4f2d-b7c8-7c85f60800f6 · outbound

This paper cites Kingma and Max Welling.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Kingma and Max Welling

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T13:11:13.110233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 58fad40d-4aaf-4e66-98eb-3caaddea2c40 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T13:11:07.371576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:11:07.371576Z digest=sha256:f7e912d298e32ba76cffb9ed38e95bb11c560237517d043a5ff7034bf430c69d

Observation 5d5dc65d-cdb6-4ad4-9da4-6a99d280797a · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:12.910774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 2b34e137-7e20-401d-96ed-bda7191be9c2 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:12.616365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.380947Z digest=sha256:db749b25c5dcedfd3991a41a87048d91999058c24b40ad3a84d4a48b9856c85a

Observation 31281a65-e42e-4487-9900-571a6c54e136 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:12.374655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation be9e58bb-a895-475b-a4a0-9b2a1543e7b1 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T13:11:07.391958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:11:07.391958Z digest=sha256:88e2dfb1069cfdcae191cc00ee31b7de523c10aaf0493776cbb4fadace5a863b

Observation 89be7f79-f12e-4bc8-90a6-0be869bf483a · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:12.178174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation c1f84b73-b73f-490d-8da6-3f6247b0a8de · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T13:11:07.383994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:11:07.383994Z digest=sha256:67c5dd8b0e6285faa83ac7e5348b253f55c12801266bfa442f5e92da1d1783c4

Observation 2f5d5e0d-ba34-4dd9-96b4-27e232fdebd8 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:11.713964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 51b7b94e-3cae-41c4-97b4-87d60e223cb4 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:11.496423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 7bb93268-39eb-4c10-a255-b50cd0abe2de · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 29

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T13:11:08.487437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.414473Z digest=sha256:f0a03d363585b669290635383a50e8b0d6c46be60ba9b1b55d9f2b738d32adae

Observation 7d147490-f39f-4cc3-a275-746d32afe6a2 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:11.983448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 61b959c4-029c-451e-b1ed-d6b6b5acb5d0 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:11.063554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation d4852e1f-8c2b-4200-9ff2-98e8fe391c9c · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:10.825369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.425572Z digest=sha256:d7525950807b5e1cb4fa5609a76f87e1ba4e712b629a6dc8aaebad619bcbb181

Observation 85f41554-2b6c-4861-ac2a-a5266284f1bc · outbound

This paper cites The Llama 3 Herd of Models.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction The Llama 3 Herd of Models

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T13:11:07.429686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:11:07.429686Z digest=sha256:f63a8fd0df3a5b8447c61e1e5f01ca88620d9ef12493de2be72aa4ebc9e0133c

Observation f339deea-2df8-442a-b575-3662428d4d1a · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:10.610320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.433133Z digest=sha256:6b756f3bd09684e158d628303948ada4135783277cfaf323dc352a4927c8eae8

Observation 45d36908-46ab-4bf4-8810-e7b654292cab · outbound

This paper cites REMOTE: A Unified Multimodal Relation Extraction Framework with Multilevel Optimal Transport and Mixture-of-Experts.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction REMOTE: A Unified Multimodal Relation Extraction Framework with Multilevel Optimal Transport and Mixture-of-Experts

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-08-06T13:11:08.229680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.417834Z digest=sha256:964a9753de2bb726560aef9e04ff8c9bb73a609c4d648db4496ada613269f552

Observation 6819439f-1c1d-494d-b475-eb4e03fa1a59 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:10.571229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.440251Z digest=sha256:0b4d2d64870d5d1b341c13f4d6da71dcbf80be5c94d590e5f32bc3220079b896

Observation 7ec27c99-7ce5-4bf1-bbe3-443f92e6a6cd · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:10.563518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.444703Z digest=sha256:feafa22cd0cb362507904bd4b45423332b21b419d5cbb3b24794df6e8130e584

Observation 2f40f272-f464-4a36-8372-00b6a2afc981 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:10.556250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.449479Z digest=sha256:b6ef1a262f148e67b5b71de97cc555129e87cbf1699c6a749059b9e8a4704dc1

Observation c8786edb-d8bb-4b23-a8cb-9b7df8f32a5f · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:10.547425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.453585Z digest=sha256:b3f3f3b00d40e5e53afc91f4001f21ed08bd4be2a1ff722a5a4a89ede96700d3

Observation 91063cdf-497c-4a0d-a31e-534e1b81f07d · outbound

This paper cites A Survey on Algorithmic Developments in Optimal Transport Problem with Applications.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction A Survey on Algorithmic Developments in Optimal Transport Problem with Applications

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-06T13:11:08.037489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.436187Z digest=sha256:1facefa25cde7e23ea364481ce7e397b84b8e2c28b5a1734aa4293b73b37509c

Observation edc0c347-45f2-4bf1-803d-45bceb24ab3d · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:10.537734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.473962Z digest=sha256:2acf4a4ddacf81865384777b84cb257be9acb131fee7298e3c54756d635350a1

Observation 98ef9e6a-8639-49c0-89d4-c4055c1d3378 · outbound

This paper cites Trustworthy Federated Label Distribution Learning under Annotation Quality Disparity.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Trustworthy Federated Label Distribution Learning under Annotation Quality Disparity

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-06T13:11:07.857406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.482623Z digest=sha256:ea2584d79ef4dc11ae666ace2d0f65b5ec60f326e932edfb5be5f2b4924faff5

Observation 8daee512-90db-47d7-a83e-96139d73d11a · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:10.304714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.491448Z digest=sha256:b7bdec5fe1a216b2d5e70a392cefbc8428baf40dd26e38f3f315288613a91aac

Observation 8081e425-bb4e-4e97-98ab-fe973c15c61c · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:10.120283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.499524Z digest=sha256:327ff39066e3672a7696e7ef911c41ca213772f7b35035f2c7c3c6f4d97e4b97

Observation 8fdee8e1-34ca-48aa-ba0d-73bb922ddf2a · outbound

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

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T13:11:07.462743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T13:11:07.462743Z digest=sha256:1eda265048cd4983813e47df0cc5a70b55ebb1c49df9daec33c857b34168ce84

Observation 50890c8d-e2fc-4ad2-a3b1-e810998f2b7c · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:09.816057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.516616Z digest=sha256:ff0ad03afc93c68e6c35d32aaa5ea089ea68da50fc05fa3650741c50cfb7a795

Observation 06571570-4d7a-4c31-8760-e39155ee99c3 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:09.635067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.523998Z digest=sha256:d24eb9c6fef46bcca51772ff777b827bc5b929fb331d0b3c8677af1eca7d71dd

Observation 11c85fe8-121b-43e8-a607-991fd908b92e · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 48

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T13:11:07.710078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.532254Z digest=sha256:981bb002ceb3424cdc432e9da7b8548b5740b2bf72d2d064113d21ee22757ba2

Observation 08d231cf-868c-44d4-924c-b4eed18060df · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:09.442763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.540449Z digest=sha256:a958567c6c46aa8bd0bbeccc487f601941ea01c73fb82a8d9d560c7d07aaffc1

Observation 42bc43e6-527c-42b5-9748-dfcdce8bcf39 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:09.958459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.509349Z digest=sha256:7fd37796442df3eebfa8103dd2ac810faa5830c70c0c09b97ddcafb52d1aece3

Observation 4a8e5f68-c630-4ff9-8808-0744a4e8853d · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:09.109720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.556839Z digest=sha256:8283d27d6a03bd4b31818021a1ecb7cdf89ff3c9fc8aa32fea6c7b94beaeddb0

Observation 170cbeb8-5906-4a24-b154-a5ad6a15eca2 · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:09.273284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.548344Z digest=sha256:51740167b9c8bfe23bcb5a3e251458f08cc98cbde458dea7ac3da00855933d29

Observation 7bc7a6ef-dfef-443f-8f32-fac71b8b02f1 · outbound

This paper cites InProceedings of the AAAI.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction InProceedings of the AAAI

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T13:11:11.295137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.410745Z digest=sha256:2142e43cb686610a048d861bb9efa56ffb34777d2332550fb7420048089aeec5

Observation 4ba97192-dd9d-4e04-afd7-c21a5663b3d3 · outbound

This paper cites InProceedings of the MM.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction InProceedings of the MM

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T13:11:14.955343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.341093Z digest=sha256:109ca814ed65c1fb8cd3560e4203fd97e9a9007e32816ca5333a38f559775735

Observation 8cbb46a1-150b-4754-9306-579bb680c94a · outbound

This paper cites an unresolved cited work.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction Unresolved cited work

Reference 2025

Resolution
unresolved
raw_fallback, observed 2026-08-06T13:11:14.519267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.347938Z digest=sha256:b8793f831b03cfdedf4c0127d415de550966656c7a3f2eed84a2d1531e87f6c4

Observation f929ba94-9491-4b8e-ad3b-515c53f11cfd · outbound

This paper cites doi:10.1016/j.neunet.2025.108106.

UG-UMRE: Uncertainty-Guided Modality Augmentation and Distributional Calibration for Unified Multimodal Relation Extraction doi:10.1016/j.neunet.2025.108106

Reference 2026

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T13:11:08.803670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T13:11:07.378053Z digest=sha256:607ca78175eff7e403a0f9dde4ef6e7732ed70d9b83395fcf0da3f0df1e4d0df

Pith citing papers

No inbound Pith citation observations are available.