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Picture for Ayu Purwarianti

Ayu Purwarianti

Institut Teknologi Bandung, U-CoE AI-VLB

IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation


Apr 16, 2021
Samuel Cahyawijaya, Genta Indra Winata, Bryan Wilie, Karissa Vincentio, Xiaohong Li, Adhiguna Kuncoro, Sebastian Ruder, Zhi Yuan Lim, Syafri Bahar, Masayu Leylia Khodra, Ayu Purwarianti, Pascale Fung

* Work in progress, 10 pages 

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IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding


Oct 08, 2020
Bryan Wilie, Karissa Vincentio, Genta Indra Winata, Samuel Cahyawijaya, Xiaohong Li, Zhi Yuan Lim, Sidik Soleman, Rahmad Mahendra, Pascale Fung, Syafri Bahar, Ayu Purwarianti

* This paper will be presented in AACL-IJCNLP 2020 (with new results and acknowledgment) 

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Sequence-to-Sequence Learning for Indonesian Automatic Question Generator


Sep 29, 2020
Ferdiant Joshua Muis, Ayu Purwarianti

* 2020 International Conference on Advanced Informatics: Concept, Theory and Application (ICAICTA) 
* 6 pages, 4 figures 

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Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features


Sep 15, 2020
Miftahul Mahfuzh, Sidik Soleman, Ayu Purwarianti

* 2019 International Conference of Advanced Informatics: Concepts, Theory and Applications (ICAICTA) 
* 6 pages 

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Combining Word and Character Vector Representation on Neural Machine Translation


Sep 13, 2020
K. M. Shahih, Ayu Purwarianti

* 5 pages, 5 figures. Published in 2019 Fourth International Conference on Informatics and Computing (ICIC) 

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Improving Bi-LSTM Performance for Indonesian Sentiment Analysis Using Paragraph Vector


Sep 12, 2020
Ayu Purwarianti, Ida Ayu Putu Ari Crisdayanti

* 2019 International Conference of Advanced Informatics: Concepts, Theory and Applications (ICAICTA) 

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Improving Indonesian Text Classification Using Multilingual Language Model


Sep 12, 2020
Ilham Firdausi Putra, Ayu Purwarianti

* 2020 International Conference on Advanced Informatics: Concept, Theory and Application (ICAICTA) 

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Relation Detection for Indonesian Language using Deep Neural Network -- Support Vector Machine


Sep 12, 2020
Ramos Janoah Hasudungan, Ayu Purwarianti

* 2018 International Conference on Asian Language Processing (IALP) 

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Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger


Sep 11, 2020
Devin Hoesen, Ayu Purwarianti

* 2018 International Conference on Asian Language Processing (IALP) 

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Coreference Resolution System for Indonesian Text with Mention Pair Method and Singleton Exclusion using Convolutional Neural Network


Sep 11, 2020
Turfa Auliarachman, Ayu Purwarianti

* 2019 International Conference of Advanced Informatics: Concepts, Theory and Applications (ICAICTA) 

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Indonesian Social Media Sentiment Analysis With Sarcasm Detection


May 12, 2015
Edwin Lunando, Ayu Purwarianti

* 4 pages; 3 figures 

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