385 citations · 450 across the 9 of their papers we have counts for
3 papers · 1 filter
Native Language Identification with Big Bird Embeddings
Sergey Kramp, Giovanni Cassani, Chris Emmery
Native Language Identification (NLI) intends to classify an author's native language based on their writing in another language. Historically, the task has heavily relied on time-c…
Tailoring Domain Adaptation for Machine Translation Quality Estimation
Javad Pourmostafa Roshan Sharami, Dimitar Shterionov, Frédéric Blain +4
While quality estimation (QE) can play an important role in the translation process, its effectiveness relies on the availability and quality of training data. For QE in particular…
User-Centered Security in Natural Language Processing
Chris Emmery
This dissertation proposes a framework of user-centered security in Natural Language Processing (NLP), and demonstrates how it can improve the accessibility of related research. Ac…