The task of inferring translations can be achieved by the means of comparable corpora and in this paper we apply explicit topic modelling over comparable corpora to the task of inferring translation candidates  ...  In particular, we use the Orthonormal Explicit Topic Analysis (ONETA) model, which has been shown to be the state-of-the-art explicit topic model through its elimination of correlations between topics.  ...  Orthonormal Explicit Topic Analysis Orthonormal explicit topic analysis follows from explicit semantic analysis by assuming there is a background collection of documents we call B = {b 1 , . . . , b n  ... 

The objective of the Translation Inference Across Dictionaries (TIAD) shared task is to explore and compare methods and techniques that infer translations indirectly between language pairs, based on other  ...  In its second, 2019, edition the participating systems were asked to generate new translations automatically among three languages - English, French, Portuguese - based on known indirect translations contained  ...  Acknowledgements We would like to thank Michael Ruppert (University of Erlangen-Nuremberg) for his assistance with the Word2Vec baseline.  ...