Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 3 of 3 for “"Multilingual Natural Language Processing"”.
-
Acquiring and Harnessing Verb Knowledge for Multilingual Natural Language Processing
Advances in representation learning have enabled natural language processing models to derive non-negligible linguistic information directly from text corpora in an unsupervised fashion. However, this signal is underused in downstream tasks, where they tend to fall back on superficial cues and …
-
Inductive Bias and Modular Design for Sample-Efficient Neural Language Learning
Most of the world's languages suffer from the paucity of annotated data. This curbs the effectiveness of supervised learning, the most widespread approach to modelling language. Instead, an alternative paradigm could take inspiration from the propensity of children to acquire language from limited …
-
Advancing Language Equity and Sample Efficiency in Task-Oriented Dialogue Systems
Task-oriented dialogue (TOD) systems provide a natural way for humans to interact with machines to accomplish their everyday tasks. While this widely useful technology should benefit everyone equally, it has been mostly developed for English and several high-resource languages, resulting in a …