Жасанды деректер
Related Papers
Using the Web for Language Independent Spellchecking and Autocorrection
We have designed, implemented and eval- uated an end-to-end system spellcheck- ing and autocorrection system that does not require any manually annotated train- ing data. The World Wide Web is …...
Context Dependent Semantic Parsing over Temporally Structured Data
AbstractWe describe a new semantic parsing setting that allows users to query the system using both natural language questions and actions within a graphical user interface. Multiple time series belonging …...
Generating Artificial Texts as Substitution or Complement of Training Data
AbstractThe quality of artificially generated texts has considerably improved with the advent of transformers. The question of using these models to generate learning data for supervised learning tasks naturally arises, …...
Does Masked Language Model Pre-training with Artificial Data Improve Low-resource Neural Machine Translation?
AbstractPre-training masked language models (MLMs) with artificial data has been proven beneficial for several natural language processing tasks such as natural language understanding and summarization; however, it has been less …...