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09/19/2023
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages
Democratizing access to natural language processing (NLP) technology is ...
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12/19/2022
NusaCrowd: Open Source Initiative for Indonesian NLP Resources
We present NusaCrowd, a collaborative initiative to collect and unite ex...
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07/21/2022
NusaCrowd: A Call for Open and Reproducible NLP Research in Indonesian Languages
At the center of the underlying issues that halt Indonesian natural lang...
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06/01/2022
Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition
Research about brain activities involving spoken word production is cons...
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01/21/2022
A Comparative Study on Language Models for Task-Oriented Dialogue Systems
The recent development of language models has shown promising results by...
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04/16/2021
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation
A benchmark provides an ecosystem to measure the advancement of models w...
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09/29/2020
Sequence-to-Sequence Learning for Indonesian Automatic Question Generator
Automatic question generation is defined as the task of automating the c...
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09/15/2020
Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features
Keyphrase extraction as a task to identify important words or phrases fr...
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09/13/2020
Combining Word and Character Vector Representation on Neural Machine Translation
This paper describes combinations of word vector representation and char...
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09/12/2020
Improving Bi-LSTM Performance for Indonesian Sentiment Analysis Using Paragraph Vector
Bidirectional Long Short-Term Memory Network (Bi-LSTM) has shown promisi...
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09/12/2020
Improving Indonesian Text Classification Using Multilingual Language Model
Compared to English, the amount of labeled data for Indonesian text clas...
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09/12/2020
Relation Detection for Indonesian Language using Deep Neural Network – Support Vector Machine
Relation Detection is a task to determine whether two entities are relat...
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09/11/2020
Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger
Researches on Indonesian named entity (NE) tagger have been conducted si...
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09/11/2020
Coreference Resolution System for Indonesian Text with Mention Pair Method and Singleton Exclusion using Convolutional Neural Network
Neural network has shown promising performance on coreference resolution...
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09/11/2020