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07/18/2023
Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph Transformers
The ability to anticipate technical expertise and capability evolution t...
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04/14/2022
EXPERT: Public Benchmarks for Dynamic Heterogeneous Academic Graphs
Machine learning models that learn from dynamic graphs face nontrivial c...
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04/27/2021
Leveraging Community and Author Context to Explain the Performance and Bias of Text-Based Deception Detection Models
Deceptive news posts shared in online communities can be detected with N...
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04/23/2021
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages
Evaluating model robustness is critical when developing trustworthy mode...
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04/23/2021
Evaluating Deception Detection Model Robustness To Linguistic Variation
With the increasing use of machine-learning driven algorithmic judgement...
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04/16/2020
CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation
Evaluation beyond aggregate performance metrics, e.g. F1-score, is cruci...
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10/17/2017