Search Results for author: Matthias Gall{\'e}

Found 5 papers, 0 papers with code

Investigating the Effectiveness of BPE: The Power of Shorter Sequences

no code implementations IJCNLP 2019 Matthias Gall{\'e}

Byte-Pair Encoding (BPE) is an unsupervised sub-word tokenization technique, commonly used in neural machine translation and other NLP tasks.

Machine Translation Translation

To Annotate or Not? Predicting Performance Drop under Domain Shift

no code implementations IJCNLP 2019 Hady Elsahar, Matthias Gall{\'e}

In this paper, we study the problem of predicting the performance drop of modern NLP models under domain-shift, in the absence of any target domain labels.

General Classification POS +1

Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings

no code implementations WS 2019 Pierre Daix-Moreux, Matthias Gall{\'e}

Word embeddings continue to be of great use for NLP researchers and practitioners due to their training speed and easiness of use and distribution.

Word Embeddings

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