Adaptive Differential Privacy for Language Model Training

no code implementations • FL4NLP (ACL) 2022 • Xinwei Wu, Li Gong, Deyi Xiong

Although differential privacy (DP) can protect language models from leaking privacy, its indiscriminative protection on all data points reduces its practical utility.

Language Modelling

Enhanced Transformer Model for Data-to-Text Generation

no code implementations • WS 2019 • Li Gong, Josep Crego, Jean Senellart

Neural models have recently shown significant progress on data-to-text generation tasks in which descriptive texts are generated conditioned on database records.

Data Augmentation Data-to-Text Generation +1

SYSTRAN @ WNGT 2019: DGT Task

no code implementations • WS 2019 • Li Gong, Josep Crego, Jean Senellart

This paper describes SYSTRAN participation to the Document-level Generation and Trans- lation (DGT) Shared Task of the 3rd Workshop on Neural Generation and Translation (WNGT 2019).

Translation

Tencent Neural Machine Translation Systems for WMT18

no code implementations • WS 2018 • Mingxuan Wang, Li Gong, Wenhuan Zhu, Jun Xie, Chao Bian

We participated in the WMT 2018 shared news translation task on English↔Chinese language pair.

Data Augmentation Machine Translation +1

LIMSI: Translations as Source of Indirect Supervision for Multilingual All-Words Sense Disambiguation and Entity Linking

no code implementations • SEMEVAL 2015 • Marianna Apidianaki, Li Gong

Entity Linking Word Sense Disambiguation

(Much) Faster Construction of SMT Phrase Tables from Large-scale Parallel Corpora (Construction (tr\`es) rapide de tables de traduction \`a partir de grands bi-textes) [in French]

no code implementations • JEPTALNRECITAL 2014 • Li Gong, Aur{\'e}lien Max, Fran{\c{c}}ois Yvon

Machine Translation

Towards a More Efficient Development of Statistical Machine Translation Systems (Vers un d\'eveloppement plus efficace des syst\`emes de traduction statistique : un peu de vert dans un monde de BLEU) [in French]

no code implementations • JEPTALNRECITAL 2014 • Li Gong, Aur{\'e}lien Max, Fran{\c{c}}ois Yvon

Machine Translation

LIMSI @ WMT'14 Medical Translation Task

no code implementations • WS 2014 • Nicolas P{\'e}cheux, Li Gong, Quoc Khanh Do, Benjamin Marie, Yulia Ivanishcheva, Alex Allauzen, er, Thomas Lavergne, Jan Niehues, Aur{\'e}lien Max, Fran{\c{c}}ois Yvon

Language Modelling Machine Translation +1

LIMSI @ WMT12

no code implementations • WS 2012 • Hai-Son Le, Thomas Lavergne, Alex Allauzen, re, Marianna Apidianaki, Li Gong, Aur{\'e}lien Max, Artem Sokolov, Guillaume Wisniewski, Fran{\c{c}}ois Yvon

Machine Translation Word Sense Disambiguation