Jekaterina Novikova
3 papers in the PaperMetrix corpus
Papers by this author
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Crowd-sourcing NLG Data: Pictures Elicit Better Data.
2016
Recent advances in corpus-based Natural Language Generation (NLG) hold the promise of being easily portable across domains, but require costly training data, consisting of meaning representations (MRs) paired with Natural Language (NL) utterances. In this …
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Isolating effects of age with fair representation learning when assessing dementia
2018
One of the most prevalent symptoms among the elderly population, dementia, can be detected by classifiers trained on linguistic features extracted from narrative transcripts. However, these linguistic features are impacted in a similar but different …
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Evaluating the state-of-the-art of End-to-End Natural Language Generation: The E2E NLG challenge
2019 · Computer Speech & Language
This paper provides a comprehensive analysis of the first shared task on End-to-End Natural Language Generation (NLG) and identifies avenues for future research based on the results. This shared task aimed to assess whether recent …