Search Results for author: Yucen Li

Found 2 papers, 1 papers with code

Pre-tokenization of Multi-word Expressions in Cross-lingual Word Embeddings

no code implementations EMNLP 2020 Naoki Otani, Satoru Ozaki, Xingyuan Zhao, Yucen Li, Micaelah St Johns, Lori Levin

We propose a simple method for word translation of MWEs to and from English in ten languages: we first compile lists of MWEs in each language and then tokenize the MWEs as single tokens before training word embeddings.

Cross-Lingual Word Embeddings Translation +2

Accelerating Metropolis-Hastings with Lightweight Inference Compilation

1 code implementation23 Oct 2020 Feynman Liang, Nimar Arora, Nazanin Tehrani, Yucen Li, Michael Tingley, Erik Meijer

In order to construct accurate proposers for Metropolis-Hastings Markov Chain Monte Carlo, we integrate ideas from probabilistic graphical models and neural networks in an open-source framework we call Lightweight Inference Compilation (LIC).

Probabilistic Programming

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