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Found 5 papers, 1 papers with code
Beyond Toxic: Toxicity Detection Datasets are Not Enough for Brand Safety
We demonstrate the need for building brand safety specific datasets via the application of common toxicity detection datasets to a subset of brand safety and empirically analyze the effects of weighted sampling strategies in text classification.
Translation Transformers Rediscover Inherent Data Domains
Here we analyze the sentence representations learned by NMT Transformers and show that these explicitly include the information on text domains, even after only seeing the input sentences without domains labels.
University of Tartu's Multilingual Multi-domain WMT19 News Translation Shared Task Submission
This paper describes the University of Tartu{'}s submission to the news translation shared task of WMT19, where the core idea was to train a single multilingual system to cover several language pairs of the shared task and submit its results.
Grammatical Error Correction and Style Transfer via Zero-shot Monolingual Translation
Both grammatical error correction and text style transfer can be viewed as monolingual sequence-to-sequence transformation tasks, but the scarcity of directly annotated data for either task makes them unfeasible for most languages.
Monolingual and Cross-lingual Zero-shot Style Transfer
We introduce the task of zero-shot style transfer between different languages.
