Incentivizing Inclusive Contributions in Model Sharing Markets | Paper Citation Record

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This paper cites Exploring the limits of transfer learning with a unified text-to-text transformer.

Incentivizing Inclusive Contributions in Model Sharing Markets Exploring the limits of transfer learning with a unified text-to-text transformer

Reference 1

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This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

Incentivizing Inclusive Contributions in Model Sharing Markets The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 2

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

Incentivizing Inclusive Contributions in Model Sharing Markets LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text Pairs

Reference 3

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This paper cites Laion-5b: An open large-scale dataset for training next generation image-text models.Advances in Neural Information Processing Systems, 35:25278–25294, 2022.

Incentivizing Inclusive Contributions in Model Sharing Markets Laion-5b: An open large-scale dataset for training next generation image-text models.Advances in Neural Information Processing Systems, 35:25278–25294, 2022

Reference 4

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This paper cites Language models are few-shot learners.

Incentivizing Inclusive Contributions in Model Sharing Markets Language models are few-shot learners

Reference 5

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Observation 07b6b786-b19d-40b7-9e11-04aabbb6f668 · outbound

This paper cites Training language models to follow instructions with human feedback.

Incentivizing Inclusive Contributions in Model Sharing Markets Training language models to follow instructions with human feedback

Reference 6

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This paper cites High-resolution image synthesis with latent di ffusion models.

Incentivizing Inclusive Contributions in Model Sharing Markets High-resolution image synthesis with latent di ffusion models

Reference 7

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This paper cites Zero-shot text-to-image generation.

Incentivizing Inclusive Contributions in Model Sharing Markets Zero-shot text-to-image generation

Reference 8

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This paper cites GPT-4 Technical Report.

Incentivizing Inclusive Contributions in Model Sharing Markets GPT-4 Technical Report

Reference 9

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Observation 738bccb7-b405-4b6b-8a2c-9bd2bf172f34 · outbound

This paper cites Scaling Laws for Neural Language Models.

Incentivizing Inclusive Contributions in Model Sharing Markets Scaling Laws for Neural Language Models

Reference 10

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This paper cites Will we run out of data? Limits of LLM scaling based on human-generated data.

Incentivizing Inclusive Contributions in Model Sharing Markets Will we run out of data? Limits of LLM scaling based on human-generated data

Reference 11

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This paper cites Scaling data-constrained language models.

Incentivizing Inclusive Contributions in Model Sharing Markets Scaling data-constrained language models

Reference 12

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Observation ed6b4d9e-aeb6-45e8-93ac-575cad2c27bd · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

Incentivizing Inclusive Contributions in Model Sharing Markets BloombergGPT: A Large Language Model for Finance

Reference 13

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Observation 8da8c9e5-35f5-423a-968d-34acdfa0e8d0 · outbound

This paper cites Towards Expert-Level Medical Question Answering with Large Language Models.

Incentivizing Inclusive Contributions in Model Sharing Markets Towards Expert-Level Medical Question Answering with Large Language Models

Reference 14

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Observation 8eeaeab3-d557-4f09-be96-a88de1674ee8 · outbound

This paper cites How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources.

Incentivizing Inclusive Contributions in Model Sharing Markets How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources

Reference 15

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Observation f5f3d814-556d-49ed-8332-75632552aa87 · outbound

This paper cites PointGPT: Auto-regressively Generative Pre-training from Point Clouds.

Incentivizing Inclusive Contributions in Model Sharing Markets PointGPT: Auto-regressively Generative Pre-training from Point Clouds

Reference 16

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This paper cites The eu general data protection regulation (gdpr).A Practical Guide, 1st Ed., Cham: Springer International Publishing, 10(3152676):10–5555, 2017.

Incentivizing Inclusive Contributions in Model Sharing Markets The eu general data protection regulation (gdpr).A Practical Guide, 1st Ed., Cham: Springer International Publishing, 10(3152676):10–5555, 2017

Reference 17

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This paper cites Advances and open problems in federated learning.

Incentivizing Inclusive Contributions in Model Sharing Markets Advances and open problems in federated learning

Reference 18

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Observation acccc6a2-9324-46c8-9edf-38749e849e5b · outbound

This paper cites Privacy in the age of medical big data.

Incentivizing Inclusive Contributions in Model Sharing Markets Privacy in the age of medical big data

Reference 19

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Observation 7ba78f5a-af0c-42b8-9c28-44b7296c6404 · outbound

This paper cites An exhaustive survey on security and privacy issues in healthcare 4.0.

Incentivizing Inclusive Contributions in Model Sharing Markets An exhaustive survey on security and privacy issues in healthcare 4.0

Reference 20

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Observation 859f7213-d098-46f0-9d94-0a1fdf0ec50d · outbound

This paper cites Improving information security behaviour in the healthcare context.

Incentivizing Inclusive Contributions in Model Sharing Markets Improving information security behaviour in the healthcare context

Reference 21

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Observation 81ce71dc-96d2-453c-9808-f7a6ce954b34 · outbound

This paper cites Differentially private knowledge transfer for federated learning.

Incentivizing Inclusive Contributions in Model Sharing Markets Differentially private knowledge transfer for federated learning

Reference 22

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Observation 50f8a2a6-29dc-49f1-873a-43a89ae5beb7 · outbound

This paper cites End-to-end privacy preserving deep learning on multi-institutional medical imaging.

Incentivizing Inclusive Contributions in Model Sharing Markets End-to-end privacy preserving deep learning on multi-institutional medical imaging

Reference 23

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Observation 33bd9aa5-a7e2-4b69-8aa9-c1562c177a15 · outbound

This paper cites Federated machine learning: Concept and applications.

Incentivizing Inclusive Contributions in Model Sharing Markets Federated machine learning: Concept and applications

Reference 24

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This paper cites Mechanisms that Incentivize Data Sharing in Federated Learning.

Incentivizing Inclusive Contributions in Model Sharing Markets Mechanisms that Incentivize Data Sharing in Federated Learning

Reference 25

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This paper cites A federated graph neural network framework for privacy-preserving personalization.

Incentivizing Inclusive Contributions in Model Sharing Markets A federated graph neural network framework for privacy-preserving personalization

Reference 26

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This paper cites Personalized federated learning with moreau envelopes.

Incentivizing Inclusive Contributions in Model Sharing Markets Personalized federated learning with moreau envelopes

Reference 27

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This paper cites Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach.

Incentivizing Inclusive Contributions in Model Sharing Markets Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach

Reference 28

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Observation a854491c-907e-422d-b18c-55ff58a10aac · outbound

This paper cites Personalized federated learning with inferred collaboration graphs.

Incentivizing Inclusive Contributions in Model Sharing Markets Personalized federated learning with inferred collaboration graphs

Reference 29

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Observation a3c9670a-9d57-482c-8e64-dcc08b4f77a5 · outbound

This paper cites Ditto: Fair and robust federated learning through personalization.

Incentivizing Inclusive Contributions in Model Sharing Markets Ditto: Fair and robust federated learning through personalization

Reference 30

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This paper cites Personalized cross-silo federated learning on non-iid data.

Incentivizing Inclusive Contributions in Model Sharing Markets Personalized cross-silo federated learning on non-iid data

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:04:59.098385Z

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This paper cites Clustered federated learning: Model-agnostic distributed multitask optimization under privacy constraints.

Incentivizing Inclusive Contributions in Model Sharing Markets Clustered federated learning: Model-agnostic distributed multitask optimization under privacy constraints

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:04:59.087068Z

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Observation f5c2551e-3b91-4d3a-bbb6-f3f807fb3eeb · outbound

This paper cites Boosting geoscience data sharing in china.

Incentivizing Inclusive Contributions in Model Sharing Markets Boosting geoscience data sharing in china

Reference 33

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Observation 20e82786-bd4f-4b3f-91af-31a58744f1c9 · outbound

This paper cites A learning-based incentive mechanism for federated learning.

Incentivizing Inclusive Contributions in Model Sharing Markets A learning-based incentive mechanism for federated learning

Reference 34

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Observation 6e1d2320-8bb6-4376-b303-9e3d7c4f6e62 · outbound

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Incentivizing Inclusive Contributions in Model Sharing Markets Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 35

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Incentivizing Inclusive Contributions in Model Sharing Markets Learning multiple layers of features from tiny images

Reference 36

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This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Incentivizing Inclusive Contributions in Model Sharing Markets Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 37

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Incentivizing Inclusive Contributions in Model Sharing Markets Deeper, broader and artier domain generalization

Reference 38

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Incentivizing Inclusive Contributions in Model Sharing Markets LEAF: A Benchmark for Federated Settings

Reference 39

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Incentivizing Inclusive Contributions in Model Sharing Markets Www’18 open challenge: Financial opinion mining and question answering

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:04:59.039917Z

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Incentivizing Inclusive Contributions in Model Sharing Markets Twitter financial news sentiment

Reference 41

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Source-reported events for the cited work

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Observation ac550c0d-8d94-49b3-be40-d04a4788620d · outbound

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Incentivizing Inclusive Contributions in Model Sharing Markets Data-centric fingpt

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:04:59.016740Z

Source-reported events for the cited work

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Observation 5850dfcd-fb09-4d09-9bce-0bd73f56198d · outbound

This paper cites Code alpaca: An instruction-following llama model for code generation.

Incentivizing Inclusive Contributions in Model Sharing Markets Code alpaca: An instruction-following llama model for code generation

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:04:59.005184Z

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Observation 0ce3ac62-7753-4c3a-98dc-90d6e2f66596 · outbound

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Incentivizing Inclusive Contributions in Model Sharing Markets Communication- efficient learning of deep networks from decentralized data

Reference 44

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Incentivizing Inclusive Contributions in Model Sharing Markets Federated optimization in heterogeneous networks

Reference 45

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Incentivizing Inclusive Contributions in Model Sharing Markets Personalized Federated Learning with First Order Model Optimization

Reference 46

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Incentivizing Inclusive Contributions in Model Sharing Markets Unresolved cited work

Reference 47

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Source-reported events for the cited work

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Incentivizing Inclusive Contributions in Model Sharing Markets Federated learning with matched averaging

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:04:58.974255Z

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Observation 5c5811cf-6a78-440b-8f2d-a291ce8ccbc7 · outbound

This paper cites Bayesian nonparametric federated learning of neural networks.

Incentivizing Inclusive Contributions in Model Sharing Markets Bayesian nonparametric federated learning of neural networks

Reference 49

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Source-reported events for the cited work

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Observation fd58b477-0a70-46a0-827e-1594d6ab81f1 · outbound

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Incentivizing Inclusive Contributions in Model Sharing Markets Federated learning based on dynamic regularization

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:04:58.948909Z

Source-reported events for the cited work

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Observation 90903d23-f200-4837-a69f-5e38fa43de50 · outbound

This paper cites Fake It Till Make It: Federated Learning with Consensus-Oriented Generation.

Incentivizing Inclusive Contributions in Model Sharing Markets Fake It Till Make It: Federated Learning with Consensus-Oriented Generation

Reference 51

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Incentivizing Inclusive Contributions in Model Sharing Markets Incentive mechanism for reliable federated learning: A joint optimization approach to combining reputation and contract theory

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T01:04:58.937074Z

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Observation 155674d7-d66d-43cd-9512-f1ef46071cde · outbound

This paper cites A Comprehensive Survey of Incentive Mechanism for Federated Learning.

Incentivizing Inclusive Contributions in Model Sharing Markets A Comprehensive Survey of Incentive Mechanism for Federated Learning

Reference 53

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Observation 25586659-52bd-49f1-966f-7a53a8477783 · outbound

This paper cites 13 A preprint - May 6, 2025.

Incentivizing Inclusive Contributions in Model Sharing Markets 13 A preprint - May 6, 2025

Reference 8831

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