Jungi Kim


2019

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Improving American Sign Language Recognition with Synthetic Data
Jungi Kim | Patricia O’Neill-Brown
Proceedings of Machine Translation Summit XVII Volume 1: Research Track

2017

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Conception d’une solution de détection d’événements basée sur Twitter (Design of a solution for event detection from Tweeter)
Christophe Servan | Catherine Kobus | Yongchao Deng | Cyril Touffet | Jungi Kim | Inès Kapp | Djamel Mostefa | Josep Crego | Aurélien Coquard | Jean Senellart
Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Volume 3 - Démonstrations

Cet article présente un système d’alertes fondé sur la masse de données issues de Tweeter. L’objectif de l’outil est de surveiller l’actualité, autour de différents domaines témoin incluant les événements sportifs ou les catastrophes naturelles. Cette surveillance est transmise à l’utilisateur sous forme d’une interface web contenant la liste d’événements localisés sur une carte.

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Boosting Neural Machine Translation
Dakun Zhang | Jungi Kim | Josep Crego | Jean Senellart
Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers)

Training efficiency is one of the main problems for Neural Machine Translation (NMT). Deep networks need for very large data as well as many training iterations to achieve state-of-the-art performance. This results in very high computation cost, slowing down research and industrialisation. In this paper, we propose to alleviate this problem with several training methods based on data boosting and bootstrap with no modifications to the neural network. It imitates the learning process of humans, which typically spend more time when learning “difficult” concepts than easier ones. We experiment on an English-French translation task showing accuracy improvements of up to 1.63 BLEU while saving 20% of training time.

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SYSTRAN Purely Neural MT Engines for WMT2017
Yongchao Deng | Jungi Kim | Guillaume Klein | Catherine Kobus | Natalia Segal | Christophe Servan | Bo Wang | Dakun Zhang | Josep Crego | Jean Senellart
Proceedings of the Second Conference on Machine Translation

2012

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Proceedings of the 3rd Workshop on the People’s Web Meets NLP: Collaboratively Constructed Semantic Resources and their Applications to NLP
Iryna Gurevych | Nicoletta Calzolari Zamorani | Jungi Kim
Proceedings of the 3rd Workshop on the People’s Web Meets NLP: Collaboratively Constructed Semantic Resources and their Applications to NLP

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Learning Semantics with Deep Belief Network for Cross-Language Information Retrieval
Jungi Kim | Jinseok Nam | Iryna Gurevych
Proceedings of COLING 2012: Posters

2010

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Evaluating Multilanguage-Comparability of Subjectivity Analysis Systems
Jungi Kim | Jin-Ji Li | Jong-Hyeok Lee
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics

2009

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Chinese Syntactic Reordering for Adequate Generation of Korean Verbal Phrases in Chinese-to-Korean SMT
Jin-Ji Li | Jungi Kim | Dong-Il Kim | Jong-Hyeok Lee
Proceedings of the Fourth Workshop on Statistical Machine Translation

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Discovering the Discriminative Views: Measuring Term Weights for Sentiment Analysis
Jungi Kim | Jin-Ji Li | Jong-Hyeok Lee
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP