POSTECH-ETRI’s Submission to the WMT2020 APE Shared Task: Automatic Post-Editing with Cross-lingual Language Model

no code implementations • WMT (EMNLP) 2020 • Jihyung Lee, WonKee Lee, Jaehun Shin, Baikjin Jung, Young-Kil Kim, Jong-Hyeok Lee

This paper describes POSTECH-ETRI’s submission to WMT2020 for the shared task on automatic post-editing (APE) for 2 language pairs: English-German (En-De) and English-Chinese (En-Zh).

Automatic Post-Editing Language Modelling +2

JBNU at MRP 2019: Multi-level Biaffine Attention for Semantic Dependency Parsing

no code implementations • CONLL 2019 • Seung-Hoon Na, Jinwoon Min, Kwanghyeon Park, Jong-Hun Shin, Young-Kil Kim

We propose a unified parsing model using biaffine attention (Dozat and Manning, 2017), consisting of 1) a BERT-BiLSTM encoder and 2) a biaffine attention decoder.

Dependency Parsing Semantic Dependency Parsing +1

Data Augmentation by Data Noising for Open-vocabulary Slots in Spoken Language Understanding

no code implementations • NAACL 2019 • Hwa-Yeon Kim, Yoon-Hyung Roh, Young-Kil Kim

One of the main challenges in Spoken Language Understanding (SLU) is dealing with {`}open-vocabulary{'} slots.

Data Augmentation slot-filling +2

Improving a Multi-Source Neural Machine Translation Model with Corpus Extension for Low-Resource Languages

no code implementations • LREC 2018 • Gyu-Hyeon Choi, Jong-Hun Shin, Young-Kil Kim

We found that the corpus extension could also improve the performance of multi-source neural machine translation.

Machine Translation Translation