Yichao Lu
Yichao Lu has 2 papers on this site, in 2018–2020, most of them on Multilingual & cross-lingual NLP, Machine translation; often with Phillip Keung, Faisal Ladhak, György Szarvas.
OpenAlex · ORCID · h-index 15 · 38 works · 1 295 citations OpenAlex, 2026-10-14
Affiliations
- Fudan University · Shanghai, China — 2016–2023 on 3 papers
- Amazon (United States) · Seattle, United States — 2018–2021 on 10 papers
- University of Toronto · Toronto, Canada — 2018–2019 on 5 papers
- University of Pennsylvania · Philadelphia, United States — 2013–2015 on 5 papers
Topics
Papers
- The Multilingual Amazon Reviews Corpus (2020 · 255 citations)
Multilingual text classification lacks large, openly available benchmarks. Existing options such as RCV1/RCV2, MLDoc, XNLI, Yelp and earlier Amazon review releases are small, hard to obtain, missing non-English training data, unreliable about language labels, or lacking fixed splits. The authors address this gap with… - A neural interlingua for multilingual machine translation (2018 · 178 citations)
Multilingual NMT usually takes one of two routes. One trains a separate model for every language pair, so the number of models grows quadratically. The other shares a single encoder-decoder and a joint vocabulary, which forces many languages into one fixed-size output layer. Lu et al. (Amazon) propose a middle path.…
Co-authors here
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