Әр түрлі деректер
otherentity
ID: diversedata
Related Papers
Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness
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 …...
Named Entity Recognition in a Very Homogenous Domain
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 …...