MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval | Paper Citation Record

Observation d4dbe156-d24f-4e83-9f29-2c5b1fbf0640 · outbound

This paper cites Approximate Inference in Continuous Determinantal Point Processes.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Approximate Inference in Continuous Determinantal Point Processes

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:12:09.978058Z

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 2

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Observation 186f881d-142a-4645-9ff8-e75c35dcd6f7 · outbound

This paper cites Flamingo: a Visual Language Model for Few-Shot Learning.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Flamingo: a Visual Language Model for Few-Shot Learning

Reference 3

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 4

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 5

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 6

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 7

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 8

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This paper cites an unresolved cited work.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 9

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This paper cites an unresolved cited work.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 10

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Observation cbc61fdb-edcc-469f-b999-c395dde7d123 · outbound

This paper cites UNITER: UNiversal Image-TExt Representation Learning.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval UNITER: UNiversal Image-TExt Representation Learning

Reference 11

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This paper cites Bruce Croft.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Bruce Croft

Reference 12

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Observation 6612cc48-66dd-49f3-9636-a9344a187bf7 · outbound

This paper cites Submodular meets Spectral: Greedy Algorithms for Subset Selection, Sparse Approximation and Dictionary Selection.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Submodular meets Spectral: Greedy Algorithms for Subset Selection, Sparse Approximation and Dictionary Selection

Reference 13

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Observation a34fd930-33d2-4572-80e5-eade19308034 · outbound

This paper cites Submodular Functions: Extensions, Distributions, and Algorithms. A Survey.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Submodular Functions: Extensions, Distributions, and Algorithms. A Survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:08.539393Z

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Observation 3f5a4333-32c1-4fb8-8f59-2d09e7893ffb · outbound

This paper cites Fleet, Jamie Ryan Kiros, and Sanja Fidler.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Fleet, Jamie Ryan Kiros, and Sanja Fidler

Reference 15

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Observation 98cc21dc-2dd8-4962-b82d-5986f1983eab · outbound

This paper cites The Vendi Score: A Diversity Evaluation Metric for Machine Learning.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval The Vendi Score: A Diversity Evaluation Metric for Machine Learning

Reference 16

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Observation f8a1e626-0a5d-4de4-ba86-adb272d68aac · outbound

This paper cites Corrado, Jonathon Shlens, Samy Bengio, Jeffrey Dean, Marc’Aurelio Ranzato, and Tomas Mikolov.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Corrado, Jonathon Shlens, Samy Bengio, Jeffrey Dean, Marc’Aurelio Ranzato, and Tomas Mikolov

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T00:12:10.222701Z

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Observation 6ebcc7e9-5ff9-40de-b24d-58b07db4d237 · outbound

This paper cites Algorithms for Approximate Minimization of the Difference Between Submodular Functions, with Applications.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Algorithms for Approximate Minimization of the Difference Between Submodular Functions, with Applications

Reference 18

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Observation 5c7c92ae-6ff9-4c63-aa59-1f6663a16862 · outbound

This paper cites Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-16T00:12:09.666903Z

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Observation e59a47cb-8137-4931-a00c-1b059f3e6e87 · outbound

This paper cites Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:08.581177Z

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Observation 5b9568b8-3fc4-4537-a771-ed819cc9b0cb · outbound

This paper cites ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:08.587553Z

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Observation 6587dc4b-7e08-4da8-bde2-e8d2875003f7 · outbound

This paper cites Krause, C.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Krause, C

Reference 22

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Observation fb4e51b1-1ae0-49aa-b948-932b3ab4c6ea · outbound

This paper cites Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations

Reference 23

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 24

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 25

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 26

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This paper cites Stacked Cross Attention for Image-Text Matching.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Stacked Cross Attention for Image-Text Matching

Reference 27

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 28

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This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 29

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 30

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 31

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 32

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This paper cites Lawrence Zitnick, and Piotr Dollár.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Lawrence Zitnick, and Piotr Dollár

Reference 33

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This paper cites Determinantal probability measures.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Determinantal probability measures

Reference 34

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This paper cites DPPNet: Approximating Determinantal Point Processes with Deep Networks.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval DPPNet: Approximating Determinantal Point Processes with Deep Networks

Reference 35

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Observation 8299b095-9098-4cf1-8a12-196adaf7b8e3 · outbound

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Reference 36

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 37

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Observation f0ec3cfe-b7b7-4b23-afae-c7f11f703ec1 · outbound

This paper cites Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models

Reference 38

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Observation 93eae2c4-05b8-45f0-a98d-dfe079959690 · outbound

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Learning Transferable Visual Models From Natural Language Supervision

Reference 39

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This paper cites Santos, Craig Macdonald, and Iadh Ounis.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Santos, Craig Macdonald, and Iadh Ounis

Reference 40

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Reference 41

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Observation aaefa40e-b066-4970-b152-56f1113b10ba · outbound

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 42

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Observation 88b166e3-72c3-4f4c-ba64-da1978118f18 · outbound

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 43

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This paper cites From Pixels to Prose: A Large Dataset of Dense Image Captions.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval From Pixels to Prose: A Large Dataset of Dense Image Captions

Reference 44

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Observation b32283fa-f813-4a5b-85f5-fd211ac1a3e0 · outbound

This paper cites MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval MS-DPPs: Multi-Source Determinantal Point Processes for Contextual Diversity Refinement of Composite Attributes in Text to Image Retrieval

Reference 45

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Observation b02d35ef-37c0-4b13-8283-3e33e50c851e · outbound

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 46

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Observation 2528cdd1-45bc-45f0-8527-8fd81187d945 · outbound

This paper cites Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents

Reference 47

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Observation dcf1ef8c-cfee-4216-89ee-b9c0218f57a1 · outbound

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 48

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Observation 783bf5bd-7476-4f08-91b7-2dd4928ac8cd · outbound

This paper cites Result Diversification in Search and Recommendation: A Survey.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Result Diversification in Search and Recommendation: A Survey

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:08.769536Z

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Observation 72a3abce-dc5e-426f-9625-a67ef45869e7 · outbound

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 50

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Observation 0417e061-5b09-470c-917e-3ee6d3d71c10 · outbound

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-16T00:12:10.016612Z

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Observation 55f2f2cf-2677-4701-8239-27d93b7c3ee5 · outbound

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Unresolved cited work

Reference 52

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Observation 993d96b1-cb7b-40a7-8daa-19283f7d2c40 · outbound

This paper cites CoCa: Contrastive Captioners are Image-Text Foundation Models.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval CoCa: Contrastive Captioners are Image-Text Foundation Models

Reference 53

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Observation 9c91e209-f4d5-4205-af08-e869a5e250b3 · outbound

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MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Florence: A New Foundation Model for Computer Vision

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:08.794672Z

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Observation d0329b95-48ca-4c51-ab4e-de3796c57f34 · outbound

This paper cites Determinantal Point Processes for Mini-Batch Diversification.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Determinantal Point Processes for Mini-Batch Diversification

Reference 55

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Observation d70aadd0-591e-4151-b336-91d4d0f2279e · outbound

This paper cites VinVL: Revisiting Visual Representations in Vision-Language Models.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval VinVL: Revisiting Visual Representations in Vision-Language Models

Reference 56

Resolution: malformed identifier; no resolver link, observed 2026-08-16T00:12:08.806060Z

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Unavailable: canonical work link unavailable.

Observation 397c72b2-ec5c-4cac-a7af-bd1fc6350fd5 · outbound

This paper cites Efficient Diversification of Web Search Results.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Efficient Diversification of Web Search Results

Reference 2011

Resolution: metadata mismatch; local_arxiv, observed 2026-08-16T00:12:09.929005Z

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Observation cbc65d56-7e75-4c83-bb86-bb94924c0342 · outbound

This paper cites Microsoft COCO: Common Objects in Context.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Microsoft COCO: Common Objects in Context

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:08.668270Z

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Observation c55203a9-f553-4fe8-bf65-00ee0065a725 · outbound

This paper cites VSE++: Improving Visual-Semantic Embeddings with Hard Negatives.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval VSE++: Improving Visual-Semantic Embeddings with Hard Negatives

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:08.549021Z

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Unavailable: canonical work link unavailable.

Observation 3c011e3b-6dd6-449e-934c-e63de9153502 · outbound

This paper cites Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:08.651989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f65b8d65-d6a0-4f6a-aab4-a9efcc8c33d6 · outbound

This paper cites LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:08.726460Z

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Unavailable: canonical work link unavailable.

Observation 08314d22-c3e8-4752-b23f-611cfa0b47ee · outbound

This paper cites SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing.

MASCOT: Model-Aware Submodular Coverage for Composite-Attribute Text-to-Image Retrieval SkyScript: A Large and Semantically Diverse Vision-Language Dataset for Remote Sensing

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-16T00:12:08.754344Z

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Unavailable: canonical work link unavailable.

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