Search Results for author: Sungwon Lyu

Found 6 papers, 1 papers with code

AttnIO: Knowledge Graph Exploration with In-and-Out Attention Flow for Knowledge-Grounded Dialogue

no code implementations EMNLP 2020 JaeHun Jung, Bokyung Son, Sungwon Lyu

Retrieving the proper knowledge relevant to conversational context is an important challenge in dialogue systems, to engage users with more informative response.

Sparse and Decorrelated Representations for Stable Zero-shot NMT

no code implementations Findings of the Association for Computational Linguistics 2020 Bokyung Son, Sungwon Lyu

Using a single encoder and decoder for all directions and training with English-centric data is a popular scheme for multilingual NMT.

NMT Translation

Revisiting Modularized Multilingual NMT to Meet Industrial Demands

no code implementations EMNLP 2020 Sungwon Lyu, Bokyung Son, Kichang Yang, Jaekyoung Bae

The complete sharing of parameters for multilingual translation (1-1) has been the mainstream approach in current research.

Machine Translation NMT +1

SARN: Relational Reasoning through Sequential Attention

no code implementations1 Nov 2018 Jinwon An, Sungwon Lyu, Sungzoon Cho

This paper proposes an attention module augmented relational network called SARN(Sequential Attention Relational Network) that can carry out relational reasoning by extracting reference objects and making efficient pairing between objects.

Relational Reasoning

Cannot find the paper you are looking for? You can Submit a new open access paper.