Ayu Purwarianti

According to our database, Ayu Purwarianti authored at least 77 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

What Linguistic Features and Languages are Important in LLM Translation?

Ryandito Diandaru, Lucky Susanto, Zilu Tang, Ayu Purwarianti, Derry Wijaya

CoRR, 2024

LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization.

Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Alham Fikri Aji, Genta Indra Winata, Ayu Purwarianti

CoRR, 2024

2023

BiCaps-DBP: Predicting DNA-binding proteins from protein sequences using Bi-LSTM and a 1D-capsule network.

Muhammad K. N. Mursalim, Tati Latifah Rajab Mengko, Rukman Hertadi, Ayu Purwarianti, Meredita Susanty

Comput. Biol. Medicine, September, 2023

ICON: A Linguistically-Motivated Large-Scale Benchmark Indonesian Constituency Treebank.

Ee Suan Lim, Wei Qi Leong, Thanh Ngan Nguyen, Wei Ming Kng, William-Chandra Tjhi, Dea Adhista, Ayu Purwarianti

ACM Trans. Asian Low Resour. Lang. Inf. Process., August, 2023

Real block-circulant matrices and DCT-DST algorithm for transformer neural network.

Euis Asriani, Intan Muchtadi-Alamsyah, Ayu Purwarianti

Frontiers Appl. Math. Stat., 2023

IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages.

Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Genta Indra Winata, Pascale Fung, Ayu Purwarianti

CoRR, 2023

Replicable Benchmarking of Neural Machine Translation (NMT) on Low-Resource Local Languages in Indonesia.

Lucky Susanto, Ryandito Diandaru, Adila Krisnadhi, Ayu Purwarianti, Derry Wijaya

CoRR, 2023

IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue Systems.

Muhammad Dehan Al Kautsar, Rahmah Khoirussyifa' Nurdini, Samuel Cahyawijaya, Genta Indra Winata, Ayu Purwarianti

CoRR, 2023

QASiNa: Religious Domain Question Answering using Sirah Nabawiyah.

Muhammad Razif Rizqullah, Ayu Purwarianti, Alham Fikri Aji

CoRR, 2023

Low-Resource Clickbait Spoiling for Indonesian via Question Answering.

Ni Putu Intan Maharani, Ayu Purwarianti, Alham Fikri Aji

CoRR, 2023

EmbedCaps-DBP: Predicting DNA-Binding Proteins Using Protein Sequence Embedding and Capsule Network.

Muhammad K. N. Mursalim, Tati Rajab Mengko, Rukman Hertadi, Ayu Purwarianti, Meredita Susanty

IEEE Access, 2023

Generating Speech with Prosodic Prominence based on SSL-Visually Grounded Models.

Bella Septina Ika Hartanti, Dipta Tanaya, Kurniawati Azizah, Dessi Puji Lestari, Ayu Purwarianti, Sakriani Sakti

Proceedings of the 26th Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques, 2023

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

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

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

The Obscure Limitation of Modular Multilingual Language Models.

Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Ayu Purwarianti

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Indo LEGO-ABSA: A Multitask Generative Aspect Based Sentiment Analysis for Indonesian Language.

Randy Zakya Suchrady, Ayu Purwarianti

Proceedings of the International Conference on Electrical Engineering and Informatics, 2023

Domain-Specific Language Model Post-Training for Indonesian Financial NLP.

Ni Putu Intan Maharani, Ayu Purwarianti, Yoga Yustiawan, Fauzy Caesar Rochim

Proceedings of the International Conference on Electrical Engineering and Informatics, 2023

Speech Recognition and Meaning Interpretation: Towards Disambiguation of Structurally Ambiguous Spoken Utterances in Indonesian.

Ruhiyah Widiaputri, Ayu Purwarianti, Dessi Puji Lestari, Kurniawati Azizah, Dipta Tanaya, Sakriani Sakti

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

A Comparative Evaluation of Video Codecs for rPPG-based Heart Rate Estimation.

Muhammad H. Hyanda, Nur Ahmadi, Peter H. Charlton, Timothy G. Constandinou, Ayu Purwarianti, Trio Adiono

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

NusaCrowd: Open Source Initiative for Indonesian NLP Resources.

Samuel Cahyawijaya, Holy Lovenia, Alham Fikri Aji, Genta Indra Winata, Bryan Wilie, Fajri Koto, Rahmad Mahendra, Christian Wibisono, Ade Romadhony, Karissa Vincentio, Jennifer Santoso, David Moeljadi, Cahya Wirawan, Frederikus Hudi, Muhammad Satrio Wicaksono, Ivan Halim Parmonangan, Ika Alfina, 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 Hadiwijaya, Ryandito Diandaru, Tiezheng Yu, Vito Ghifari, Wenliang Dai, Yan Xu, Dyah Damapuspita, Haryo Akbarianto Wibowo, Cuk Tho, Ichwanul Muslim Karo Karo, Tirana Fatyanosa, Ziwei Ji, Graham Neubig, Timothy Baldwin, Sebastian Ruder, Pascale Fung, Herry Sujaini, Sakriani Sakti, Ayu Purwarianti

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Multi task learning with general vector space for cross-lingual semantic relation detection.

Rizka W. Sholikah, Agus Z. Arifin, Chastine Fatichah, Ayu Purwarianti

J. King Saud Univ. Comput. Inf. Sci., 2022

NusaCrowd: Open Source Initiative for Indonesian NLP Resources.

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

CoRR, 2022

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

Samuel Cahyawijaya, Alham Fikri Aji, Holy Lovenia, Genta Indra Winata, Bryan Wilie, Rahmad Mahendra, Fajri Koto, David Moeljadi, Karissa Vincentio, Ade Romadhony, Ayu Purwarianti

CoRR, 2022

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

Vinsen Marselino Andreas, Genta Indra Winata, Ayu Purwarianti

CoRR, 2022

Join Classifier of Type and Index Mutation on Lung Cancer DNA Using Sequential Labeling Model.

Untari Novia Wisesty, Ayu Purwarianti, Adi Pancoro, Amrita Chattopadhyay, Nam Nhut Phan, Eric Y. Chuang, Tati Rajab Mengko

IEEE Access, 2022

Improved Spike-Based Brain-Machine Interface Using Bayesian Adaptive Kernel Smoother and Deep Learning.

Nur Ahmadi, Trio Adiono, Ayu Purwarianti, Timothy G. Constandinou, Christos-Savvas Bouganis

IEEE Access, 2022

Identification of Conflict Opinion in Aspect-Based Sentiment Analysis using BERT-based Method.

Nuryani Nuryani, Ayu Purwarianti, Dwi Hendratmo Widyantoro

Proceedings of the 2022 International Conference on Computer, 2022

2021

IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation.

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

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Multimodal Interaction System for Home Appliances Control.

Hanif Fakhrurroja, Carmadi Machbub, Ary Setijadi Prihatmanto, Ayu Purwarianti

Int. J. Interact. Mob. Technol., 2020

Sequence-to-Sequence Learning for Indonesian Automatic Question Generator.

Ferdiant Joshua Muis, Ayu Purwarianti

CoRR, 2020

Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features.

Miftahul Mahfuzh, Sidik Soleman, Ayu Purwarianti

CoRR, 2020

Combining Word and Character Vector Representation on Neural Machine Translation.

K. M. Shahih, Ayu Purwarianti

CoRR, 2020

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

Ayu Purwarianti, Ida Ayu Putu Ari Crisdayanti

CoRR, 2020

Improving Indonesian Text Classification Using Multilingual Language Model.

Ilham Firdausi Putra, Ayu Purwarianti

CoRR, 2020

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

Turfa Auliarachman, Ayu Purwarianti

CoRR, 2020

IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding.

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

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

2019

Utilizing structured knowledge bases in open IE based event template extraction.

Ade Romadhony, Dwi H. Widyantoro, Ayu Purwarianti

Appl. Intell., 2019

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

Holy Lovenia, Hiroki Tanaka, Sakriani Sakti, Ayu Purwarianti, Satoshi Nakamura

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

The Rule-Based Sundanese Stemmer.

S. Arie Ardiyanti, Dwi Hendratmo Widyantoro, Ayu Purwarianti, Yayat Sudaryat

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018

Construction of Spontaneous Emotion Corpus from Indonesian TV Talk Shows and Its Application on Multimodal Emotion Recognition.

Nurul Lubis, Dessi Puji Lestari, Sakriani Sakti, Ayu Purwarianti, Satoshi Nakamura

IEICE Trans. Inf. Syst., 2018

A Dense Vector Representation for Open-Domain Relation Tuples.

Ade Romadhony, Alfan Farizki Wicaksono, Ayu Purwarianti, Dwi Hendratmo Widyantoro

Proceedings of The Third Workshop on Representation Learning for NLP, 2018

Integration of Indonesian Speech and Hand Gesture Recognition for Controlling Humanoid Robot.

Hanif Fakhrurroja, Riyanto, Ayu Purwarianti, Ary Setijadi Prihatmanto, Carmadi Machbub

Proceedings of the 15th International Conference on Control, 2018

Comparative Study on Language Rule Based Methods for Aspect Extraction in Sentiment Analysis.

Fariska Zakhralativa Ruskanda, Dwi Hendratmo Widyantoro, Ayu Purwarianti

Proceedings of the 2018 International Conference on Asian Language Processing, 2018

Rude-Words Detection for Indonesian Speech Using Support Vector Machine.

Sashi Novitasari, Dessi Puji Lestari, Sakriani Sakti, Ayu Purwarianti

Proceedings of the 2018 International Conference on Asian Language Processing, 2018

Aspect Detection and Sentiment Classification Using Deep Neural Network for Indonesian Aspect-Based Sentiment Analysis.

Arfinda Ilmania, Abdurrahman, Samuel Cahyawijaya, Ayu Purwarianti

Proceedings of the 2018 International Conference on Asian Language Processing, 2018

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

Devin Hoesen, Ayu Purwarianti

Proceedings of the 2018 International Conference on Asian Language Processing, 2018

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

Ramos Janoah Hasudungan, Ayu Purwarianti

Proceedings of the 2018 International Conference on Asian Language Processing, 2018

2017

Ensemble Technique Utilization for Indonesian Dependency Parser.

Arief Rahman, Kuncoro Adhiguna, Ayu Purwarianti

Proceedings of the 31st Pacific Asia Conference on Language, Information and Computation, 2017

Rule-based Reordering and Post-Processing for Indonesian-Korean Statistical Machine Translation.

Candy Olivia Mawalim, Dessi Puji Lestari, Ayu Purwarianti

Proceedings of the 31st Pacific Asia Conference on Language, Information and Computation, 2017

2016

Fuzzy geographically weighted clustering using artificial bee colony: An efficient geo-demographic analysis algorithm and applications to the analysis of crime behavior in population.

Arie Wahyu Wijayanto, Ayu Purwarianti, Le Hoang Son

Appl. Intell., 2016

Indonesian Named-entity Recognition for 15 Classes Using Ensemble Supervised Learning.

Aditya Satrya Wibawa, Ayu Purwarianti

Proceedings of the SLTU-2016, 2016

Dependency Scheme for Revise and Reasoning Solution.

Wiwin Suwarningsih, Ayu Purwarianti, Iping Supriana

Proceedings of the Recent Advances on Soft Computing and Data Mining, 2016

An initial study of Indonesian semantic role labeling and its application on event extraction.

Ade Romadhony, Ayu Purwarianti, Lisa Madlberger

Proceedings of the 2016 International Conference on Asian Language Processing, 2016

Gotong royong in NLP research a mobile tool for collaborative text annotation in Indonesia.

Lisa Madlberger, Ade Romadhony, Ayu Purwarianti

Proceedings of the 2016 International Conference on Asian Language Processing, 2016

2015

A Mathematical Model of Game Refinement and Its Applications to Sports Games.

Arie Pratama Sutiono, Rido Ramadan, Peetikorn Jarukasetporn, Junki Takeuchi, Ayu Purwarianti, Hiroyuki Iida

EAI Endorsed Trans. Creative Technol., 2015

Indonesian Social Media Sentiment Analysis With Sarcasm Detection.

Edwin Lunando, Ayu Purwarianti

CoRR, 2015

Filled Pause Detection in Indonesian Spontaneous Speech.

Auliya Sani, Dessi Puji Lestari, Ayu Purwarianti

Proceedings of the Computational Linguistics, 2015

Development of sentiment classification system for Indonesian public policy tweet.

David Setyanugraha, Ayu Purwarianti

Proceedings of the 2015 International Conference on Computer, 2015

Incremental sentence compression using LSTM recurrent networks.

Sakriani Sakti, Faiz Ilham, Graham Neubig, Tomoki Toda, Ayu Purwarianti, Satoshi Nakamura

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

Emotion recognition on Indonesian television talk shows.

Nurul Lubis, Dessi Puji Lestari, Ayu Purwarianti, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Construction and analysis of Indonesian Emotional Speech Corpus.

Nurul Lubis, Dessi Puji Lestari, Ayu Purwarianti, Sakriani Sakti, Satoshi Nakamura

Proceedings of the 2014 17th Oriental Chapter of the International Committee for the Co-ordination and Standardization of Speech Databases and Assessment Techniques (COCOSDA), 2014

Emotion and Its Triggers in Human Spoken Dialogue: Recognition and Analysis.

Nurul Lubis, Sakriani Sakti, Graham Neubig, Tomoki Toda, Ayu Purwarianti, Satoshi Nakamura

Proceedings of the Situated Dialog in Speech-Based Human-Computer Interaction, 2014

A Mathematical Model of Game Refinement.

Arie Pratama Sutiono, Ayu Purwarianti, Hiroyuki Iida

Proceedings of the Intelligent Technologies for Interactive Entertainment, 2014

Articulatory controllable speech modification based on statistical feature mapping with Gaussian mixture models.

Patrick Lumban Tobing, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura, Ayu Purwarianti

Proceedings of the INTERSPEECH 2014, 2014

2013

Extended word similarity based clustering on unsupervised PoS induction to improve English-Indonesian statistical machine translation.

Herry Sujaini, Ayu Purwarianti, Arry Akhmad Arman, Kuspriyanto

Proceedings of the 2013 International Conference Oriental COCOSDA held jointly with 2013 Conference on Asian Spoken Language Research and Evaluation (O-COCOSDA/CASLRE), 2013

2011

Study and Implementation of Monolingual Approach on Indonesian Question Answering for Factoid and Non-Factoid Question.

Alvin Andhika Zulen, Ayu Purwarianti

Proceedings of the 25th Pacific Asia Conference on Language, Information and Computation, 2011

A non word error spell checker for Indonesian using morphologically analyzer and HMM.

Moch Yusup Soleh, Ayu Purwarianti

Proceedings of the International Conference on Electrical Engineering and Informatics, 2011

A non deterministic Indonesian stemmer.

Ayu Purwarianti

Proceedings of the International Conference on Electrical Engineering and Informatics, 2011

Sentiment classification for Indonesian message in social media.

Aqsath Rasyid Naradhipa, Ayu Purwarianti

Proceedings of the International Conference on Electrical Engineering and Informatics, 2011

Dependency parsing for Indonesian.

Mia Kamayani, Ayu Purwarianti

Proceedings of the International Conference on Electrical Engineering and Informatics, 2011

Out of vocabulary detection in Indonesian speech recognition using word and syllable level decoding.

Aswin Juari, Ayu Purwarianti

Proceedings of the International Conference on Electrical Engineering and Informatics, 2011

Indonesian automatic speech recognition system using English-based acoustic model.

Veri Ferdiansyah, Ayu Purwarianti

Proceedings of the International Conference on Electrical Engineering and Informatics, 2011

An Indonesian question analyzer to enhance the performance of Indonesian-English CLQA.

M. Iqbal Faruqi, Ayu Purwarianti

Proceedings of the International Conference on Electrical Engineering and Informatics, 2011

Development of indonesian handwritten text database for offline character recognition.

Peb Ruswono Aryan, Iping Supriana, Ayu Purwarianti

Proceedings of the International Conference on Electrical Engineering and Informatics, 2011

2007

A Machine Learning Approach for an Indonesian-English Cross Language Question Answering System.

Ayu Purwarianti, Masatoshi Tsuchiya, Seiichi Nakagawa

IEICE Trans. Inf. Syst., 2007

A machine learning approach for indonesian question answering system.

Ayu Purwarianti, Masatoshi Tsuchiya, Seiichi Nakagawa

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007

Expanding Indonesian-Japanese Small Translation Dictionary Using a Pivot Language.

Masatoshi Tsuchiya, Ayu Purwarianti, Toshiyuki Wakita, Seiichi Nakagawa

Proceedings of the ACL 2007, 2007

2005

Query Transitive Translation Using IR Score for Indonesian-Japanese CLIR.

Ayu Purwarianti, Masatoshi Tsuchiya, Seiichi Nakagawa

Proceedings of the Information Retrieval Technology, 2005