Search Results for author:
Found 6 papers, 3 papers with code
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss
By conducting extensive experiments on different language pairs, including similar and distant, high and low-resource languages, we find that our method alleviates the copying problem, thus improving the translation performance on low-resource languages.
A study of conceptual language similarity: comparison and evaluation
An interesting line of research in natural language processing (NLP) aims to incorporate linguistic typology to bridge linguistic diversity and assist the research of low-resource languages.
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs
This demonstrates the benefits of colexification for multilingual NLP.
A Crosslingual Investigation of Conceptualization in 1335 Languages
The resulting measure for the conceptual similarity of two languages is complementary to standard genealogical, typological, and surface similarity measures.
Flow-Adapter Architecture for Unsupervised Machine Translation
The primary novelties of our model are: (a) capturing language-specific sentence representations separately for each language using normalizing flows and (b) using a simple transformation of these latent representations for translating from one language to another.
Reconfigurable Intelligent Surface-induced Randomness for mmWave Key Generation
In this paper, for mmWave secret key generation of physical layer security, we use a reconfigurable intelligent surface (RIS) to induce randomness directly in wireless environments, without adding complexity to transceivers.
