TIAD 2019 Shared Task: Leveraging Knowledge Graphs with Neural Machine Translation for Automatic Multilingual Dictionary Generation

Daniel Torregrosa; MIHAEL ARCAN; Sina Ahmadi; John Philip McCrae

doi:10.13025/s8134b

TIAD 2019 Shared Task: Leveraging Knowledge Graphs with Neural Machine Translation for Automatic Multilingual Dictionary Generation

Daniel Torregrosa
, MIHAEL ARCAN
, Sina Ahmadi
, John Philip McCrae

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

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Abstract

This paper describes the different proposed approaches to the TIAD 2019 Shared Task, which consisted in the automatic discovery and generation of dictionaries leveraging multilingual knowledge bases. We present three methods based on graph analysis and neural machine translation and show that we can generate translations without parallel data.

Original language	English (Ireland)
Title of host publication	Translation Inference Across Dictionaries
Publisher	National University of Ireland, Galway
DOIs	https://doi.org/10.13025/s8134b
Publication status	Published - 1 May 2019

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10.13025/s8134bLicence: CC BY-NC-ND

LDK 2019 paper 60 (1)Accepted author manuscript, 250 KBLicence: CC BY-NC-ND

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@inproceedings{076f55de32524eb99793b2b74f0d1602,

title = "TIAD 2019 Shared Task: Leveraging Knowledge Graphs with Neural Machine Translation for Automatic Multilingual Dictionary Generation",

abstract = "This paper describes the different proposed approaches to the TIAD 2019 Shared Task, which consisted in the automatic discovery and generation of dictionaries leveraging multilingual knowledge bases. We present three methods based on graph analysis and neural machine translation and show that we can generate translations without parallel data.",

author = "Daniel Torregrosa and MIHAEL ARCAN and Sina Ahmadi and McCrae, \{John Philip\}",

year = "2019",

month = may,

day = "1",

doi = "10.13025/s8134b",

language = "English (Ireland)",

booktitle = "Translation Inference Across Dictionaries",

publisher = "National University of Ireland, Galway",

}

TIAD 2019 Shared Task: Leveraging Knowledge Graphs with Neural Machine Translation for Automatic Multilingual Dictionary Generation. / Torregrosa, Daniel; ARCAN, MIHAEL; Ahmadi, Sina et al.
Translation Inference Across Dictionaries. National University of Ireland, Galway, 2019.

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

TY - GEN

T1 - TIAD 2019 Shared Task: Leveraging Knowledge Graphs with Neural Machine Translation for Automatic Multilingual Dictionary Generation

AU - Torregrosa, Daniel

AU - ARCAN, MIHAEL

AU - Ahmadi, Sina

AU - McCrae, John Philip

PY - 2019/5/1

Y1 - 2019/5/1

N2 - This paper describes the different proposed approaches to the TIAD 2019 Shared Task, which consisted in the automatic discovery and generation of dictionaries leveraging multilingual knowledge bases. We present three methods based on graph analysis and neural machine translation and show that we can generate translations without parallel data.

AB - This paper describes the different proposed approaches to the TIAD 2019 Shared Task, which consisted in the automatic discovery and generation of dictionaries leveraging multilingual knowledge bases. We present three methods based on graph analysis and neural machine translation and show that we can generate translations without parallel data.

UR - http://hdl.handle.net/10379/15141

U2 - 10.13025/s8134b

DO - 10.13025/s8134b

M3 - Conference Publication

BT - Translation Inference Across Dictionaries

PB - National University of Ireland, Galway

ER -

TIAD 2019 Shared Task: Leveraging Knowledge Graphs with Neural Machine Translation for Automatic Multilingual Dictionary Generation

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