Identifying and Exploiting Definitions in Wordnet Bahasa

no code implementations • GWC 2016 • David Moeljadi, Francis Bond

This paper describes our attempts to add Indonesian definitions to synsets in the Wordnet Bahasa (Nurril Hirfana Mohamed Noor et al., 2011; Bond et al., 2014), to extract semantic relations between lemmas and definitions for nouns and verbs, such as synonym, hyponym, hypernym and instance hypernym, and to generally improve Wordnet.

NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages

1 code implementation • 19 Sep 2023 • Samuel Cahyawijaya, Holy Lovenia, Fajri Koto, Dea Adhista, Emmanuel Dave, Sarah Oktavianti, Salsabil Maulana Akbar, Jhonson Lee, Nuur Shadieq, Tjeng Wawan Cenggoro, Hanung Wahyuning Linuwih, Bryan Wilie, Galih Pradipta Muridan, Genta Indra Winata, David Moeljadi, Alham Fikri Aji, Ayu Purwarianti, Pascale Fung

We compare the effectiveness of online scraping, human translation, and paragraph writing by native speakers in constructing datasets.

Document Translation Translation

NusaCrowd: Open Source Initiative for Indonesian NLP Resources

1 code implementation • 19 Dec 2022 • Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji, Genta Indra Winata, Bryan Wilie, Rahmad Mahendra, Christian Wibisono, Ade Romadhony, Karissa Vincentio, Fajri Koto, JENNIFER SANTOSO, David Moeljadi, Cahya Wirawan, Frederikus Hudi, Ivan Halim Parmonangan, Ika Alfina, Muhammad Satrio Wicaksono, Ilham Firdausi Putra, Samsul Rahmadani, Yulianti Oenang, Ali Akbar Septiandri, James Jaya, Kaustubh D. Dhole, Arie Ardiyanti Suryani, Rifki Afina Putri, Dan Su, Keith Stevens, Made Nindyatama Nityasya, Muhammad Farid Adilazuarda, Ryan Ignatius, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Damapuspita, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Noor Fatyanosa, Ziwei Ji, Pascale Fung, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Herry Sujaini, Sakriani Sakti, Ayu Purwarianti

We present NusaCrowd, a collaborative initiative to collect and unify existing resources for Indonesian languages, including opening access to previously non-public resources.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

NusaCrowd: A Call for Open and Reproducible NLP Research in Indonesian Languages

no code implementations • 21 Jul 2022 • Samuel Cahyawijaya, Alham Fikri Aji, Holy Lovenia, Genta Indra Winata, Bryan Wilie, Rahmad Mahendra, Fajri Koto, David Moeljadi, Karissa Vincentio, Ade Romadhony, Ayu Purwarianti

At the center of the underlying issues that halt Indonesian natural language processing (NLP) research advancement, we find data scarcity.

NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages

2 code implementations • 31 May 2022 • Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra, Fajri Koto, Ade Romadhony, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Pascale Fung, Timothy Baldwin, Jey Han Lau, Rico Sennrich, Sebastian Ruder

In this work, we focus on developing resources for languages in Indonesia.

Machine Translation Translation

One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia

no code implementations • ACL 2022 • Alham Fikri Aji, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya, Ade Romadhony, Rahmad Mahendra, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Timothy Baldwin, Jey Han Lau, Sebastian Ruder

NLP research is impeded by a lack of resources and awareness of the challenges presented by underrepresented languages and dialects.

Building the Old Javanese Wordnet

no code implementations • LREC 2020 • David Moeljadi, Zakariya Pamuji Aminullah

As of December 2019, the Old Javanese Wordnet contains 2, 054 concepts or synsets and 5, 911 senses.

Sentiment Analysis for Low Resource Languages: A Study on Informal Indonesian Tweets

no code implementations • WS 2016 • Tuan Anh Le, David Moeljadi, Yasuhide Miura, Tomoko Ohkuma

This paper describes our attempt to build a sentiment analysis system for Indonesian tweets.

POS Sentiment Analysis

Building an HPSG-based Indonesian Resource Grammar (INDRA)

1 code implementation • WS 2015 • David Moeljadi, Francis Bond, Sanghoun Song

Machine Translation