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Related Papers

Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractDiverse data is crucial for training robust models, but crowdsourced text often lacks diversity as workers tend to write simple variations from prompts. We propose a general approach for guiding …...

29803

Named Entity Recognition in a Very Homogenous Domain

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractMachine Learning models have lower accuracy when tested on out-of-domain data. Developing models that perform well on several domains or can be quickly adapted to a new domain is an …...

33311