Domain Adaptation Filter for parallel corpora

Filters parallel corpora by language model similarity to in-domain text. These tools in this sub-project of ParaCrawl are designed to extract domain-specific parallel corpora from a large body of unknown domain corpora using a monolingual corpus as a filtering and scoring mechanism. These tools do not analyze the quality of the translations in the parallel corpora, that is a different task, which is addressed by a number of sister technologies within the ParaCrawl project. This approach operates only on one side of a parallel corpus to determine whether it is in a similar domain to a provided monolingual corpus.