Search Results for author: Ayu Purwarianti

Found 18 papers, 8 papers with code

Sequential Labelling and DNABERT For Splice Site Prediction in Homo Sapiens DNA

1 code implementation15 Dec 2022 Muhammad Anwari Leksono, Ayu Purwarianti

Recent predictions are carried out with models trained on sequence with fixed splice site location which eliminates possibility of multiple splice sites existence in single sequence.

Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition

no code implementations1 Jun 2022 Holy Lovenia, Hiroki Tanaka, Sakriani Sakti, Ayu Purwarianti, Satoshi Nakamura

Research about brain activities involving spoken word production is considerably underdeveloped because of the undiscovered characteristics of speech artifacts, which contaminate electroencephalogram (EEG) signals and prevent the inspection of the underlying cognitive processes.

Electroencephalogram (EEG) Tensor Decomposition

A Comparative Study on Language Models for Task-Oriented Dialogue Systems

1 code implementation21 Jan 2022 Vinsen Marselino Andreas, Genta Indra Winata, Ayu Purwarianti

The recent development of language models has shown promising results by achieving state-of-the-art performance on various natural language tasks by fine-tuning pretrained models.

Dialogue State Tracking Language Modelling +1

Sequence-to-Sequence Learning for Indonesian Automatic Question Generator

1 code implementation29 Sep 2020 Ferdiant Joshua Muis, Ayu Purwarianti

Research in automatic question generator (AQG) has been conducted for more than 10 years, mainly focused on factoid question.

Question Answering Question Generation +1

Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features

no code implementations15 Sep 2020 Miftahul Mahfuzh, Sidik Soleman, Ayu Purwarianti

Since JRNN in general requires a large amount of data as the training examples and creating those examples is expensive, we used a data augmentation method to increase the number of training examples.

Data Augmentation Keyphrase Extraction

Combining Word and Character Vector Representation on Neural Machine Translation

no code implementations13 Sep 2020 K. M. Shahih, Ayu Purwarianti

This paper describes combinations of word vector representation and character vector representation in English-Indonesian neural machine translation (NMT).

Machine Translation NMT +1

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

no code implementations12 Sep 2020 Ramos Janoah Hasudungan, Ayu Purwarianti

In this paper, we employ neural network to do relation detection between two named entities for Indonesian Language.


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

no code implementations12 Sep 2020 Ayu Purwarianti, Ida Ayu Putu Ari Crisdayanti

Meanwhile, in the problem scope of Indonesian sentiment analysis, phrases that express the sentiment of a document might not appear in the first or last part of the document that can lead to incorrect sentiment classification.

Sentiment Analysis Sentiment Classification

Improving Indonesian Text Classification Using Multilingual Language Model

1 code implementation12 Sep 2020 Ilham Firdausi Putra, Ayu Purwarianti

Using the feature-based approach, we observe its performance on various data sizes and total added English data.

General Classification Language Modelling +3

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

1 code implementation11 Sep 2020 Turfa Auliarachman, Ayu Purwarianti

In this paper, we propose a new coreference resolution system for Indonesian text with mention pair method that uses deep neural network to learn the relations of the two mentions.

coreference-resolution Coreference Resolution +1

Cannot find the paper you are looking for? You can Submit a new open access paper.