Bahasa Indonesia Natural Language Processing (Indo NLP ) Resource

Collection of Bahasa Indonesia (Indonesian) Natural Language Processing (NLP) software libraries, dictionaries, and corpus. Always welcome for pull requests.

Bahasa Indonesia NLP Libraries/Services

Natural Language Toolkit

Library	Description	Programming Languages	License	Author & Link
bahasa	Pre-alpha development stage NLP toolkit for Bahasa Indonesia	Python	MIT License (MIT)	Sutrisno Efendi

Sentiment Analysis

Library	Description	Programming Languages	License	Author & Link
python-sentianalysis-id	Sentiment Analysis for Bahasa Indonesia	Python		yasirutomo

Part of Speech Tagging (POS Tagging)

Library	Description	Programming Languages	License	Author & Link
Open NLP	POS tagging with predefined training and test data	Java		yohanesgultom

Named Entity Recognition

Library	Description	Programming Languages	License	Author & Link
indonesia-ner	Named Entity Recoginition for Bahasa Indonesia	Java	MIT License (MIT)	yusufsyaifudin

Stemmer

Library	Description	Programming Languages	License	Author & Link
sastrawi	High quality stemmer library for Indonesian Language (Bahasa)	PHP	MIT License (MIT)	sastrawi

Word Embedding

Library	Description	Programming Languages	License	Author & Link
indonesian-word-embedding	A web application that demonstrates Indonesian word embedding	Python	galuhsahid

Question Answering (Machine Comprehension)

Service	Description	Language	Author & Link
QA	Question Answering System for Bahasa Indonesia	Java	takin

Dictionaries / Translation Pairs / Parallel Corpus

Library	Description	Size	Features	License	Link
MALINDO_Morph	Morphological dictionary for Malay / Indonesian		English-Malay, English-Indonesian	CC BY-NC-SA 4.0 TH	english
TALPCo	The TUFS Asian Language Parallel Corpus		Japanese -> Indonesian	Creative Commons Attribution 4.0 International (CC BY 4.0) license	matbahasa

Downloadable Text Corpus

Library	Description	Size	Features	License	Link
Indonesian-annotated-conll17	CoNLL Universal Dependency Parsing	29.64 GB	Automatic segmentation, tokenization and morphological and syntactic annotations of raw texts, provided for the CoNLL 2017 Shared Task in UD Parsing.	CC BY-NC-SA 4.0 TH	LINDAT / CLARIN
ID-OpinionWords	List of Opinion Words (positive/negative) in Bahasa Indonesia for Sentiment Analysis				masdevid
freq-dist-id	Most Common Bahasa Words on Twitter, Wikipedia and other sources				ardwort
idn-tagged-corpus	Indonesian Manually Tagged Corpus			Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License	famrashel

WordNet Bahasa

Library	Description	License	Link
WordNet Bahasa	Wordnet Bahasa, inspired by the Princeton WordNet and the Global WordNet Grid	Large scale, freely available, semantic dictionary	MIT License (MIT)

Universal Dependency Treebank Bahasa

Library	Description	License	Link
UD_Indonesian-GSD	The Indonesian UD is converted from the content head version of the universal dependency treebank v2.0	Query text by genre, domain	CC BY-NC-SA 3.0 US

Pre-trained Word Vectors

Pre-trained Model	Description	Size	Dimensions	License	Link
fastText	Skip-Gram model trained on Wikipedia using fastText		300	CC BY-SA 3.0	Facebook + Bin & Text + Text Only
word2vec Indonesian		402MB	300		Indonesian

Grammar Resource Framework

Model	Description	License	Link
INDRA	Indonesian Resource Grammar (INDRA) - an implemented HPSG grammar for Indonesian	MIT license	INDRA

Not found? Try to look at another Bahasa Indonesia NLP Awesome List/Resource (Like this one)

https://github.com/kmkurn/id-nlp-resource