Ayu Purwarianti

125 papers A* 3A 1B 1C 5Misc 1Journal 60Unranked 49
YearRankTypeTitle / Venue / Authors
2026 J jnl
Mechanisms are Transferable: Data-Efficient Low-Resource Adaptation via Circuit-Targeted Supervised Fine-Tuning.
CoRR
Khumaisa Nur'aini, Ayu Purwarianti, Alham Fikri Aji, Derry Wijaya
2026 J jnl
PingPong: A Natural Benchmark for Multi-Turn Code-Switching Dialogues.
CoRR
Mohammad Rifqi Farhansyah, Hanif Muhammad Zhafran, Muhammad Farid Adilazuarda, Shamsuddeen Hassan Muhammad, Maryam Ibrahim Mukhtar, Nedjma Ousidhoum, Genta Indra Winata, Ayu Purwarianti, Alham Fikri Aji
2026 J jnl
Structural Ambiguity Resolution in Indonesian-English Speech-to-Text Translation by Utilizing Prosodic Information.
IEEE Access
Ruhiyah Widiaputri, Ayu Purwarianti, Sakriani Sakti
2025 J jnl
Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability.
CoRR
Genta Indra Winata, David Anugraha, Emmy Liu, Alham Fikri Aji, Shou-Yi Hung, Aditya Parashar, Patrick Amadeus Irawan, Ruochen Zhang, Zheng-Xin Yong, Jan Christian Blaise Cruz, Niklas Muennighoff, Seungone Kim, Hanyang Zhao, Sudipta Kar, Kezia Erina Suryoraharjo, Muhammad Farid Adilazuarda, En-Shiun Annie Lee, Ayu Purwarianti, Derry Tanti Wijaya, Monojit Choudhury
2025 — conf
IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian.
IJCNLP-AACL (Short Papers)
Vanessa Rebecca Wiyono, David Anugraha, Ayu Purwarianti, Genta Indra Winata
2025 J jnl
IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian.
CoRR
Vanessa Rebecca Wiyono, David Anugraha, Ayu Purwarianti, Genta Indra Winata
2025 — conf
Indonesian Speech Content De-Identification in Low Resource Transcripts.
COLING Workshops
Rifqi Naufal Abdjul, Dessi Puji Lestari, Ayu Purwarianti, Candy Olivia Mawalim, Sakriani Sakti, Masashi Unoki
2025 — conf
MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding.
NAACL (Findings)
Zayd Muhammad Kawakibi Zuhri, Muhammad Farid Adilazuarda, Ayu Purwarianti, Alham Fikri Aji
2025 J jnl
Moment and Highlight Detection via MLLM Frame Segmentation.
CoRR
I Putu Andika Bagas Jiwanta, Ayu Purwarianti
2025 — conf
NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages.
COLING Workshops
Ayu Purwarianti, Dea Adhista, Agung Baptiso, Miftahul Mahfuzh, Yusrina Sabila, Aulia Adila, Samuel Cahyawijaya, Alham Fikri Aji
2025 — conf
Proceedings of the Second Workshop in South East Asian Language Processing.
COLING Workshops
Derry Wijaya, Alham Fikri Aji, Clara Vania, Genta Indra Winata, Ayu Purwarianti
2025 J jnl
QLESS: A Quantized Approach for Data Valuation and Selection in Large Language Model Fine-Tuning.
CoRR
Moses Ananta, Muhammad Farid Adilazuarda, Zayd Muhammad Kawakibi Zuhri, Ayu Purwarianti, Alham Fikri Aji
2025 B conf
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models.
COLING
Patrick Amadeus Irawan, Genta Indra Winata, Samuel Cahyawijaya, Ayu Purwarianti
2025 J jnl
What Causes Knowledge Loss in Multilingual Language Models?
CoRR
Maria Khelli, Samuel Cahyawijaya, Ayu Purwarianti, Genta Indra Winata
2025 — conf
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines.
NAACL (Long Papers)
Genta Indra Winata, Frederikus Hudi, Patrick Amadeus Irawan, David Anugraha, Rifki Afina Putri, Yutong Wang, Adam Nohejl, Ubaidillah Ariq Prathama, Nedjma Ousidhoum, Afifa Amriani, Anar Rzayev, Anirban Das, Ashmari Pramodya, Aulia Adila, Bryan Wilie, Candy Olivia Mawalim, Cheng Ching Lam, Daud Abolade, Emmanuele Chersoni, Enrico Santus, Fariz Ikhwantri, Garry Kuwanto, Hanyang Zhao, Haryo Akbarianto Wibowo, Holy Lovenia, Jan Christian Blaise Cruz, Jan Wira Gotama Putra, Junho Myung, Lucky Susanto, Maria Angelica Riera Machin, Marina Zhukova, Michael Anugraha, Muhammad Farid Adilazuarda, Natasha Christabelle Santosa, Peerat Limkonchotiwat, Raj Dabre, Rio Alexander Audino, Samuel Cahyawijaya, Shi-Xiong Zhang, Stephanie Yulia Salim, Yi Zhou, Yinxuan Gui, David Ifeoluwa Adelani, En-Shiun Annie Lee, Shogo Okada, Ayu Purwarianti, Alham Fikri Aji, Taro Watanabe, Derry Tanti Wijaya, Alice Oh, Chong-Wah Ngo
2024 — conf
An Evaluation of Neural Vocoder-Based Voice Cloning System for Dysphonia Speech Disorder.
O-COCOSDA
Dhiya Dewangga, Dessi Puji Lestari, Ayu Purwarianti, Dipta Tanaya, Kurniawati Azizah, Sakriani Sakti
2024 — conf
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages.
ACL (1)
Samuel Cahyawijaya, Holy Lovenia, Fajri Koto, Rifki Afina Putri, Tjeng Wawan Cenggoro, Jhonson Lee, Salsabil Maulana Akbar, Emmanuel Dave, Nuur Shadieq, Muhammad Ihza Mahendra, Dea Annisayanti Putri, Bryan Wilie, Genta Indra Winata, Alham Fikri Aji, Ayu Purwarianti, Pascale Fung
2024 J jnl
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages.
CoRR
Samuel Cahyawijaya, Holy Lovenia, Fajri Koto, Rifki Afina Putri, Emmanuel Dave, Jhonson Lee, Nuur Shadieq, Tjeng Wawan Cenggoro, Salsabil Maulana Akbar, Muhammad Ihza Mahendra, Dea Annisayanti Putri, Bryan Wilie, Genta Indra Winata, Alham Fikri Aji, Ayu Purwarianti, Pascale Fung
2024 J jnl
Classifying alkaliphilic proteins using embeddings from protein language model.
Comput. Biol. Medicine
Meredita Susanty, Muhammad K. N. Mursalim, Rukman Hertadi, Ayu Purwarianti, Tati Latifah Rajab Mengko
2024 — conf
Continual Learning in Machine Speech Chain Using Gradient Episodic Memory.
O-COCOSDA
Geoffrey Tyndall, Kurniawati Azizah, Dipta Tanaya, Ayu Purwarianti, Dessi Puji Lestari, Sakriani Sakti
2024 J jnl
Continual Learning in Machine Speech Chain Using Gradient Episodic Memory.
CoRR
Geoffrey Tyndall, Kurniawati Azizah, Dipta Tanaya, Ayu Purwarianti, Dessi Puji Lestari, Sakriani Sakti
2024 J jnl
DriveThru: a Document Extraction Platform and Benchmark Datasets for Indonesian Local Language Archives.
CoRR
Mohammad Rifqi Farhansyah, Muhammad Zuhdi Fikri Johari, Afinzaki Amiral, Ayu Purwarianti, Kumara Ari Yuana, Derry Tanti Wijaya
2024 — conf
Enhancing Indonesian Automatic Speech Recognition: Evaluating Multilingual Models with Diverse Speech Variabilities.
O-COCOSDA
Aulia Adila, Dessi Puji Lestari, Ayu Purwarianti, Dipta Tanaya, Kurniawati Azizah, Sakriani Sakti
2024 J jnl
Enhancing Indonesian Automatic Speech Recognition: Evaluating Multilingual Models with Diverse Speech Variabilities.
CoRR
Aulia Adila, Dessi Puji Lestari, Ayu Purwarianti, Dipta Tanaya, Kurniawati Azizah, Sakriani Sakti
2024 J jnl
Enhancing Natural Language Inference Performance with Knowledge Graph for COVID-19 Automated Fact-Checking in Indonesian Language.
CoRR
Arief Purnama Muharram, Ayu Purwarianti
2024 J jnl
Leveraging protein language model embeddings and logistic regression for efficient and accurate in-silico acidophilic proteins classification.
Comput. Biol. Chem.
Meredita Susanty, Muhammad K. N. Mursalim, Rukman Hertadi, Ayu Purwarianti, Tati L. R. Mengko
2024 — conf
LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization.
EMNLP (Findings)
Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Genta Indra Winata, Ayu Purwarianti, Alham Fikri Aji
2024 J jnl
LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization.
CoRR
Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Alham Fikri Aji, Genta Indra Winata, Ayu Purwarianti
2024 J jnl
MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding.
CoRR
Zayd Muhammad Kawakibi Zuhri, Muhammad Farid Adilazuarda, Ayu Purwarianti, Alham Fikri Aji
2024 A* conf
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages.
EMNLP
Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V. Miranda, Jennifer Santoso, Elyanah Aco, Akhdan Fadhilah, Jonibek Mansurov, Joseph Marvin Imperial, Onno Kampman, Joel Ruben Antony Moniz, Muhammad Ravi Shulthan Habibi, Frederikus Hudi, Jann Railey Montalan, Ryan Hadiwijaya, Joanito Agili Lopo, William Nixon, Börje Karlsson, James Jaya, Ryandito Diandaru, Yuze Gao, Patrick Amadeus Irawan, Bin Wang, Jan Christian Blaise Cruz, Chenxi Whitehouse, Ivan Halim Parmonangan, Maria Khelli, Wenyu Zhang, Lucky Susanto, Reynard Adha Ryanda, Sonny Lazuardi Hermawan, Dan John Velasco, Muhammad Dehan Al Kautsar, Willy Fitra Hendria, Yasmin Moslem, Noah Flynn, Muhammad Farid Adilazuarda, Haochen Li, Johanes Lee, R. Damanhuri, Shuo Sun, Muhammad Reza Qorib, Amirbek Djanibekov, Wei Qi Leong, Quyet V. Do, Niklas Muennighoff, Tanrada Pansuwan, Ilham Firdausi Putra, Yan Xu, Ngee Tai Chia, Ayu Purwarianti, Sebastian Ruder, William-Chandra Tjhi, Peerat Limkonchotiwat, Alham Fikri Aji, Sedrick Keh, Genta Indra Winata, Ruochen Zhang, Fajri Koto, Zheng Xin Yong, Samuel Cahyawijaya
2024 J jnl
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages.
CoRR
Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V. Miranda, Jennifer Santoso, Elyanah Aco, Akhdan Fadhilah, Jonibek Mansurov, Joseph Marvin Imperial, Onno Pepijn Kampman, Joel Ruben Antony Moniz, Muhammad Ravi Shulthan Habibi, Frederikus Hudi, Railey Montalan, Ryan Ignatius, Joanito Agili Lopo, William Nixon, Börje F. Karlsson, James Jaya, Ryandito Diandaru, Yuze Gao, Patrick Amadeus Irawan, Bin Wang, Jan Christian Blaise Cruz, Chenxi Whitehouse, Ivan Halim Parmonangan, Maria Khelli, Wenyu Zhang, Lucky Susanto, Reynard Adha Ryanda, Sonny Lazuardi Hermawan, Dan John Velasco, Muhammad Dehan Al Kautsar, Willy Fitra Hendria, Yasmin Moslem, Noah Flynn, Muhammad Farid Adilazuarda, Haochen Li, Johanes Lee, R. Damanhuri, Shuo Sun, Muhammad Reza Qorib, Amirbek Djanibekov, Wei Qi Leong, Quyet V. Do, Niklas Muennighoff, Tanrada Pansuwan, Ilham Firdausi Putra, Yan Xu, Ngee Chia Tai, Ayu Purwarianti, Sebastian Ruder, William-Chandra Tjhi, Peerat Limkonchotiwat, Alham Fikri Aji, Sedrick Keh, Genta Indra Winata, Ruochen Zhang, Fajri Koto, Zheng Xin Yong, Samuel Cahyawijaya
2024 J jnl
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models.
CoRR
Patrick Amadeus Irawan, Genta Indra Winata, Samuel Cahyawijaya, Ayu Purwarianti
2024 J jnl
What Linguistic Features and Languages are Important in LLM Translation?
CoRR
Ryandito Diandaru, Lucky Susanto, Zilu Tang, Ayu Purwarianti, Derry Wijaya
2024 J jnl
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines.
CoRR
Genta Indra Winata, Frederikus Hudi, Patrick Amadeus Irawan, David Anugraha, Rifki Afina Putri, Yutong Wang, Adam Nohejl, Ubaidillah Ariq Prathama, Nedjma Ousidhoum, Afifa Amriani, Anar Rzayev, Anirban Das, Ashmari Pramodya, Aulia Adila, Bryan Wilie, Candy Olivia Mawalim, Ching Lam Cheng, Daud Abolade, Emmanuele Chersoni, Enrico Santus, Fariz Ikhwantri, Garry Kuwanto, Hanyang Zhao, Haryo Akbarianto Wibowo, Holy Lovenia, Jan Christian Blaise Cruz, Jan Wira Gotama Putra, Junho Myung, Lucky Susanto, Maria Angelica Riera Machin, Marina Zhukova, Michael Anugraha, Muhammad Farid Adilazuarda, Natasha Santosa, Peerat Limkonchotiwat, Raj Dabre, Rio Alexander Audino, Samuel Cahyawijaya, Shi-Xiong Zhang, Stephanie Yulia Salim, Yi Zhou, Yinxuan Gui, David Ifeoluwa Adelani, En-Shiun Annie Lee, Shogo Okada, Ayu Purwarianti, Alham Fikri Aji, Taro Watanabe, Derry Tanti Wijaya, Alice Oh, Chong-Wah Ngo
2023 — conf
A Comparative Evaluation of Video Codecs for rPPG-based Heart Rate Estimation.
APSIPA ASC
Muhammad Heronan Hyanda, Nur Ahmadi, Peter H. Charlton, Timothy G. Constandinou, Ayu Purwarianti, Trio Adiono
2023 J jnl
BiCaps-DBP: Predicting DNA-binding proteins from protein sequences using Bi-LSTM and a 1D-capsule network.
Comput. Biol. Medicine
Muhammad K. N. Mursalim, Tati Latifah Rajab Mengko, Rukman Hertadi, Ayu Purwarianti, Meredita Susanty
2023 — conf
Domain-Specific Language Model Post-Training for Indonesian Financial NLP.
ICEEI
Ni Putu Intan Maharani, Ayu Purwarianti, Yoga Yustiawan, Fauzy Caesar Rochim
2023 J jnl
Domain-Specific Language Model Post-Training for Indonesian Financial NLP.
CoRR
Ni Putu Intan Maharani, Yoga Yustiawan, Fauzy Caesar Rochim, Ayu Purwarianti
2023 J jnl
EmbedCaps-DBP: Predicting DNA-Binding Proteins Using Protein Sequence Embedding and Capsule Network.
IEEE Access
Muhammad K. N. Mursalim, Tati Rajab Mengko, Rukman Hertadi, Ayu Purwarianti, Meredita Susanty
2023 — ed.
Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 - Findings, Nusa Dua, Bali, November 1-4, 2023
IJCNLP (Findings)
Jong C. Park, Yuki Arase, Baotian Hu, Wei Lu, Derry Wijaya, Ayu Purwarianti, Adila Alfa Krisnadhi
2023 — conf
Generating Speech with Prosodic Prominence based on SSL-Visually Grounded Models.
O-COCOSDA
Bella Septina Ika Hartanti, Dipta Tanaya, Kurniawati Azizah, Dessi Puji Lestari, Ayu Purwarianti, Sakriani Sakti
2023 J jnl
ICON: A Linguistically-Motivated Large-Scale Benchmark Indonesian Constituency Treebank.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Ee Suan Lim, Wei Qi Leong, Thanh Ngan Nguyen, Wei Ming Kng, William-Chandra Tjhi, Dea Adhista, Ayu Purwarianti
2023 — conf
Indo LEGO-ABSA: A Multitask Generative Aspect Based Sentiment Analysis for Indonesian Language.
ICEEI
Randy Zakya Suchrady, Ayu Purwarianti
2023 J jnl
Indo LEGO-ABSA: A Multitask Generative Aspect Based Sentiment Analysis for Indonesian Language.
CoRR
Randy Zakya Suchrady, Ayu Purwarianti
2023 J jnl
IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages.
CoRR
Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Genta Indra Winata, Pascale Fung, Ayu Purwarianti
2023 J jnl
IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue Systems.
CoRR
Muhammad Dehan Al Kautsar, Rahmah Khoirussyifa' Nurdini, Samuel Cahyawijaya, Genta Indra Winata, Ayu Purwarianti
2023 J jnl
Low-Resource Clickbait Spoiling for Indonesian via Question Answering.
CoRR
Ni Putu Intan Maharani, Ayu Purwarianti, Alham Fikri Aji
2023 — conf
NusaCrowd: Open Source Initiative for Indonesian NLP Resources.
ACL (Findings)
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
2023 — conf
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages.
IJCNLP (1)
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
2023 J jnl
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages.
CoRR
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
2023 — ed.
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, IJCNLP 2023 - Volume 2: Short Papers, Nusa Dua, Bali, November 1-4, 2023
IJCNLP (2)
Jong C. Park, Yuki Arase, Baotian Hu, Wei Lu, Derry Wijaya, Ayu Purwarianti, Adila Alfa Krisnadhi
2023 — ed.
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, IJCNLP 2023 -Volume 1: Long Papers, Nusa Dua, Bali, November 1 - 4, 2023
IJCNLP (1)
Jong C. Park, Yuki Arase, Baotian Hu, Wei Lu, Derry Wijaya, Ayu Purwarianti, Adila Alfa Krisnadhi
2023 J jnl
QASiNa: Religious Domain Question Answering using Sirah Nabawiyah.
CoRR
Muhammad Razif Rizqullah, Ayu Purwarianti, Alham Fikri Aji
2023 J jnl
Real block-circulant matrices and DCT-DST algorithm for transformer neural network.
Frontiers Appl. Math. Stat.
Euis Asriani, Intan Muchtadi-Alamsyah, Ayu Purwarianti
2023 J jnl
Replicable Benchmarking of Neural Machine Translation (NMT) on Low-Resource Local Languages in Indonesia.
CoRR
Lucky Susanto, Ryandito Diandaru, Adila Krisnadhi, Ayu Purwarianti, Derry Wijaya
2023 A* conf
Speech Recognition and Meaning Interpretation: Towards Disambiguation of Structurally Ambiguous Spoken Utterances in Indonesian.
EMNLP
Ruhiyah Widiaputri, Ayu Purwarianti, Dessi Puji Lestari, Kurniawati Azizah, Dipta Tanaya, Sakriani Sakti
2023 — conf
The Obscure Limitation of Modular Multilingual Language Models.
Tiny Papers @ ICLR
Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Ayu Purwarianti
2023 J jnl
The Obscure Limitation of Modular Multilingual Language Models.
CoRR
Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Ayu Purwarianti
2022 J jnl
A Comparative Study on Language Models for Task-Oriented Dialogue Systems.
CoRR
Vinsen Marselino Andreas, Genta Indra Winata, Ayu Purwarianti
2022 — conf
Identification of Conflict Opinion in Aspect-Based Sentiment Analysis using BERT-based Method.
IC3INA
Nuryani Nuryani, Ayu Purwarianti, Dwi Hendratmo Widyantoro
2022 J jnl
Improved Spike-Based Brain-Machine Interface Using Bayesian Adaptive Kernel Smoother and Deep Learning.
IEEE Access
Nur Ahmadi, Trio Adiono, Ayu Purwarianti, Timothy G. Constandinou, Christos-Savvas Bouganis
2022 J jnl
Join Classifier of Type and Index Mutation on Lung Cancer DNA Using Sequential Labeling Model.
IEEE Access
Untari Novia Wisesty, Ayu Purwarianti, Adi Pancoro, Amrita Chattopadhyay, Nam Nhut Phan, Eric Y. Chuang, Tati Rajab Mengko
2022 J jnl
Multi task learning with general vector space for cross-lingual semantic relation detection.
J. King Saud Univ. Comput. Inf. Sci.
Rizka W. Sholikah, Agus Zainal Arifin, Chastine Fatichah, Ayu Purwarianti
2022 J jnl
NusaCrowd: A Call for Open and Reproducible NLP Research in Indonesian Languages.
CoRR
Samuel Cahyawijaya, Alham Fikri Aji, Holy Lovenia, Genta Indra Winata, Bryan Wilie, Rahmad Mahendra, Fajri Koto, David Moeljadi, Karissa Vincentio, Ade Romadhony, Ayu Purwarianti
2022 J jnl
NusaCrowd: Open Source Initiative for Indonesian NLP Resources.
CoRR
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
2022 J jnl
Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition.
CoRR
Holy Lovenia, Hiroki Tanaka, Sakriani Sakti, Ayu Purwarianti, Satoshi Nakamura
2021 — conf
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation.
EMNLP (1)
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
2021 J jnl
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation.
CoRR
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
2020 J jnl
Combining Word and Character Vector Representation on Neural Machine Translation.
CoRR
K. M. Shahih, Ayu Purwarianti
2020 J jnl
Coreference Resolution System for Indonesian Text with Mention Pair Method and Singleton Exclusion using Convolutional Neural Network.
CoRR
Turfa Auliarachman, Ayu Purwarianti
2020 J jnl
Improving Bi-LSTM Performance for Indonesian Sentiment Analysis Using Paragraph Vector.
CoRR
Ayu Purwarianti, Ida Ayu Putu Ari Crisdayanti
2020 J jnl
Improving Indonesian Text Classification Using Multilingual Language Model.
CoRR
Ilham Firdausi Putra, Ayu Purwarianti
2020 J jnl
Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features.
CoRR
Miftahul Mahfuzh, Sidik Soleman, Ayu Purwarianti
2020 — conf
IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding.
AACL/IJCNLP
Bryan Wilie, Karissa Vincentio, Genta Indra Winata, Samuel Cahyawijaya, Xiaohong Li, Zhi Yuan Lim, Sidik Soleman, Rahmad Mahendra, Pascale Fung, Syafri Bahar, Ayu Purwarianti
2020 J jnl
IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding.
CoRR
Bryan Wilie, Karissa Vincentio, Genta Indra Winata, Samuel Cahyawijaya, Xiaohong Li, Zhi Yuan Lim, Sidik Soleman, Rahmad Mahendra, Pascale Fung, Syafri Bahar, Ayu Purwarianti
2020 J jnl
Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger.
CoRR
Devin Hoesen, Ayu Purwarianti
2020 J jnl
Multimodal Interaction System for Home Appliances Control.
Int. J. Interact. Mob. Technol.
Hanif Fakhrurroja, Carmadi Machbub, Ary Setijadi Prihatmanto, Ayu Purwarianti
2020 J jnl
Relation Detection for Indonesian Language using Deep Neural Network - Support Vector Machine.
CoRR
Ramos Janoah Hasudungan, Ayu Purwarianti
2020 J jnl
Sequence-to-Sequence Learning for Indonesian Automatic Question Generator.
CoRR
Ferdiant Joshua Muis, Ayu Purwarianti
2019 Misc conf
Speech Artifact Removal from Eeg Recordings of Spoken Word Production with Tensor Decomposition.
ICASSP
Holy Lovenia, Hiroki Tanaka, Sakriani Sakti, Ayu Purwarianti, Satoshi Nakamura
2019 — conf
Systemic Risk Document Classification on Indonesian News Articles using Deep Learning and Active Learning.
ICEEI
Muhammad Gumilang, Ayu Purwarianti, Feriati Nurdinasari
2019 J jnl
Utilizing structured knowledge bases in open IE based event template extraction.
Appl. Intell.
Ade Romadhony, Dwi H. Widyantoro, Ayu Purwarianti
2018 — conf
A Dense Vector Representation for Open-Domain Relation Tuples.
Rep4NLP@ACL
Ade Romadhony, Alfan Farizki Wicaksono, Ayu Purwarianti, Dwi Hendratmo Widyantoro
2018 — conf
Aspect Detection and Sentiment Classification Using Deep Neural Network for Indonesian Aspect-Based Sentiment Analysis.
IALP
Arfinda Ilmania, Abdurrahman, Samuel Cahyawijaya, Ayu Purwarianti
2018 — conf
Comparative Study on Language Rule Based Methods for Aspect Extraction in Sentiment Analysis.
IALP
Fariska Zakhralativa Ruskanda, Dwi Hendratmo Widyantoro, Ayu Purwarianti
2018 J jnl
Construction of Spontaneous Emotion Corpus from Indonesian TV Talk Shows and Its Application on Multimodal Emotion Recognition.
IEICE Trans. Inf. Syst.
Nurul Lubis, Dessi Puji Lestari, Sakriani Sakti, Ayu Purwarianti, Satoshi Nakamura
2018 C conf
Integration of Indonesian Speech and Hand Gesture Recognition for Controlling Humanoid Robot.
ICARCV
Hanif Fakhrurroja, Riyanto, Ayu Purwarianti, Ary Setijadi Prihatmanto, Carmadi Machbub
2018 — conf
Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger.
IALP
Devin Hoesen, Ayu Purwarianti
2018 — conf
Relation Detection for Indonesian Language Using Deep Neural Network - Support Vector Machine.
IALP
Ramos Janoah Hasudungan, Ayu Purwarianti
2018 — conf
Rude-Words Detection for Indonesian Speech Using Support Vector Machine.
IALP
Sashi Novitasari, Dessi Puji Lestari, Sakriani Sakti, Ayu Purwarianti
2018 J jnl
The Rule-Based Sundanese Stemmer.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
S. Arie Ardiyanti, Dwi Hendratmo Widyantoro, Ayu Purwarianti, Yayat Sudaryat
2017 C conf
Ensemble Technique Utilization for Indonesian Dependency Parser.
PACLIC
Arief Rahman, Kuncoro Adhiguna, Ayu Purwarianti
2017 C conf
Rule-based Reordering and Post-Processing for Indonesian-Korean Statistical Machine Translation.
PACLIC
Candy Olivia Mawalim, Dessi Puji Lestari, Ayu Purwarianti
2016 — conf
An initial study of Indonesian semantic role labeling and its application on event extraction.
IALP
Ade Romadhony, Ayu Purwarianti, Lisa Madlberger
2016 — ed.
Computational Linguistics - 14th International Conference of the Pacific Association for Computational Linguistics, PACLING 2015, Bali, Indonesia, May 19-21, 2015, Revised Selected Papers
PACLING
Kôiti Hasida, Ayu Purwarianti
2016 — conf
Dependency Scheme for Revise and Reasoning Solution.
SCDM
Wiwin Suwarningsih, Ayu Purwarianti, Iping Supriana
2016 J jnl
Fuzzy geographically weighted clustering using artificial bee colony: An efficient geo-demographic analysis algorithm and applications to the analysis of crime behavior in population.
Appl. Intell.
Arie Wahyu Wijayanto, Ayu Purwarianti, Le Hoang Son
2016 — conf
Gotong royong in NLP research a mobile tool for collaborative text annotation in Indonesia.
IALP
Lisa Madlberger, Ade Romadhony, Ayu Purwarianti
2016 — conf
Indonesian Named-entity Recognition for 15 Classes Using Ensemble Supervised Learning.
SLTU
Aditya Satrya Wibawa, Ayu Purwarianti
2016 — ed.
SLTU-2016, 5th Workshop on Spoken Language Technologies for Under-resourced languages, 9-12 May 2016, Yogyakarta, Indonesia
SLTU
Sakriani Sakti, Mirna Adriani, Ayu Purwarianti, Laurent Besacier, Eric Castelli, Pascal Nocera
2015 J jnl
A Mathematical Model of Game Refinement and Its Applications to Sports Games.
EAI Endorsed Trans. Creative Technol.
Arie Pratama Sutiono, Rido Ramadan, Peetikorn Jarukasetporn, Junki Takeuchi, Ayu Purwarianti, Hiroyuki Iida
2015 — conf
Development of sentiment classification system for Indonesian public policy tweet.
IC3INA
David Setyanugraha, Ayu Purwarianti
2015 — conf
Filled Pause Detection in Indonesian Spontaneous Speech.
PACLING
Auliya Sani, Dessi Puji Lestari, Ayu Purwarianti
2015 C conf
Incremental sentence compression using LSTM recurrent networks.
ASRU
Sakriani Sakti, Faiz Ilham, Graham Neubig, Tomoki Toda, Ayu Purwarianti, Satoshi Nakamura
2015 J jnl
Indonesian Social Media Sentiment Analysis With Sarcasm Detection.
CoRR
Edwin Lunando, Ayu Purwarianti
2014 — conf
A Mathematical Model of Game Refinement.
INTETAIN
Arie Pratama Sutiono, Ayu Purwarianti, Hiroyuki Iida
2014 A conf
Articulatory controllable speech modification based on statistical feature mapping with Gaussian mixture models.
INTERSPEECH
Patrick Lumban Tobing, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura, Ayu Purwarianti
2014 — conf
Construction and analysis of Indonesian Emotional Speech Corpus.
O-COCOSDA
Nurul Lubis, Dessi Puji Lestari, Ayu Purwarianti, Sakriani Sakti, Satoshi Nakamura
2014 — conf
Emotion and Its Triggers in Human Spoken Dialogue: Recognition and Analysis.
IWSDS
Nurul Lubis, Sakriani Sakti, Graham Neubig, Tomoki Toda, Ayu Purwarianti, Satoshi Nakamura
2014 — conf
Emotion recognition on Indonesian television talk shows.
SLT
Nurul Lubis, Dessi Puji Lestari, Ayu Purwarianti, Sakriani Sakti, Satoshi Nakamura
2013 — conf
Extended word similarity based clustering on unsupervised PoS induction to improve English-Indonesian statistical machine translation.
O-COCOSDA/CASLRE
Herry Sujaini, Ayu Purwarianti, Arry Akhmad Arman, Kuspriyanto
2011 — conf
A non deterministic Indonesian stemmer.
ICEEI
Ayu Purwarianti
2011 — conf
A non word error spell checker for Indonesian using morphologically analyzer and HMM.
ICEEI
Moch Yusup Soleh, Ayu Purwarianti
2011 — conf
An Indonesian question analyzer to enhance the performance of Indonesian-English CLQA.
ICEEI
M. Iqbal Faruqi, Ayu Purwarianti
2011 — conf
Dependency parsing for Indonesian.
ICEEI
Mia Kamayani, Ayu Purwarianti
2011 — conf
Development of indonesian handwritten text database for offline character recognition.
ICEEI
Peb Ruswono Aryan, Iping Supriana, Ayu Purwarianti
2011 — conf
Indonesian automatic speech recognition system using English-based acoustic model.
ICEEI
Veri Ferdiansyah, Ayu Purwarianti
2011 — conf
Out of vocabulary detection in Indonesian speech recognition using word and syllable level decoding.
ICEEI
Aswin Juari, Ayu Purwarianti
2011 — conf
Sentiment classification for Indonesian message in social media.
ICEEI
Aqsath Rasyid Naradhipa, Ayu Purwarianti
2011 C conf
Study and Implementation of Monolingual Approach on Indonesian Question Answering for Factoid and Non-Factoid Question.
PACLIC
Alvin Andhika Zulen, Ayu Purwarianti
2007 J jnl
A Machine Learning Approach for an Indonesian-English Cross Language Question Answering System.
IEICE Trans. Inf. Syst.
Ayu Purwarianti, Masatoshi Tsuchiya, Seiichi Nakagawa
2007 — conf
A machine learning approach for indonesian question answering system.
Artificial Intelligence and Applications
Ayu Purwarianti, Masatoshi Tsuchiya, Seiichi Nakagawa
2007 A* conf
Expanding Indonesian-Japanese Small Translation Dictionary Using a Pivot Language.
ACL
Masatoshi Tsuchiya, Ayu Purwarianti, Toshiyuki Wakita, Seiichi Nakagawa
2007 J jnl
Indonesian-Japanese Transitive Translation using English for CLIR.
Inf. Media Technol.
Ayu Purwarianti, Masatoshi Tsuchiya, Seiichi Nakagawa
2005 — conf
Query Transitive Translation Using IR Score for Indonesian-Japanese CLIR.
AIRS
Ayu Purwarianti, Masatoshi Tsuchiya, Seiichi Nakagawa