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ORCIDAyu Purwarianti
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- affiliation: Bandung Institute of Technology, Indonesia
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2020 – today
- 2024
[j17]Meredita Susanty
, Muhammad K. N. Mursalim, Rukman Hertadi, Ayu Purwarianti, Tati L. R. Mengko:
Leveraging protein language model embeddings and logistic regression for efficient and accurate in-silico acidophilic proteins classification. Comput. Biol. Chem. 112: 108163 (2024)- [j16]Meredita Susanty, Muhammad K. N. Mursalim, Rukman Hertadi, Ayu Purwarianti, Tati Latifah Rajab Mengko:
Classifying alkaliphilic proteins using embeddings from protein language model. Comput. Biol. Medicine 173: 108385 (2024) - [c50]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:
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages. ACL (1) 2024: 14899-14914 - [c49]Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Genta Indra Winata, Ayu Purwarianti, Alham Fikri Aji:
LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization. EMNLP (Findings) 2024: 3912-3928 - [c48]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 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:
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. EMNLP 2024: 5155-5203 - [i33]Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Alham Fikri Aji, Genta Indra Winata, Ayu Purwarianti:
LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization. CoRR abs/2401.06034 (2024) - [i32]Ryandito Diandaru, Lucky Susanto, Zilu Tang, Ayu Purwarianti, Derry Wijaya:
What Linguistic Features and Languages are Important in LLM Translation? CoRR abs/2402.13917 (2024) - [i31]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:
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages. CoRR abs/2404.06138 (2024) - [i30]Zayd Muhammad Kawakibi Zuhri, Muhammad Farid Adilazuarda, Ayu Purwarianti, Alham Fikri Aji:
MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding. CoRR abs/2406.09297 (2024) - [i29]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:
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. CoRR abs/2406.10118 (2024) - [i28]Arief Purnama Muharram, Ayu Purwarianti:
Enhancing Natural Language Inference Performance with Knowledge Graph for COVID-19 Automated Fact-Checking in Indonesian Language. CoRR abs/2409.00061 (2024) - [i27]Patrick Amadeus Irawan, Genta Indra Winata, Samuel Cahyawijaya, Ayu Purwarianti:
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models. CoRR abs/2409.14785 (2024) - [i26]Aulia Adila, Dessi Puji Lestari, Ayu Purwarianti, Dipta Tanaya, Kurniawati Azizah, Sakriani Sakti:
Enhancing Indonesian Automatic Speech Recognition: Evaluating Multilingual Models with Diverse Speech Variabilities. CoRR abs/2410.08828 (2024) - [i25]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:
WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines. CoRR abs/2410.12705 (2024) - 2023
- [j15]Muhammad K. N. Mursalim, Tati Rajab Mengko, Rukman Hertadi, Ayu Purwarianti, Meredita Susanty:
EmbedCaps-DBP: Predicting DNA-Binding Proteins Using Protein Sequence Embedding and Capsule Network. IEEE Access 11: 121256-121268 (2023) - [j14]Muhammad K. N. Mursalim, Tati Latifah Rajab Mengko, Rukman Hertadi, Ayu Purwarianti, Meredita Susanty:
BiCaps-DBP: Predicting DNA-binding proteins from protein sequences using Bi-LSTM and a 1D-capsule network. Comput. Biol. Medicine 163: 107241 (2023) - [j13]Euis Asriani, Intan Muchtadi-Alamsyah, Ayu Purwarianti:
Real block-circulant matrices and DCT-DST algorithm for transformer neural network. Frontiers Appl. Math. Stat. 9 (2023) - [j12]Ee Suan Lim, Wei Qi Leong, Thanh Ngan Nguyen, Wei Ming Kng, William-Chandra Tjhi, Dea Adhista, Ayu Purwarianti:
ICON: A Linguistically-Motivated Large-Scale Benchmark Indonesian Constituency Treebank. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(8): 213:1-213:34 (2023) - [c47]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:
NusaCrowd: Open Source Initiative for Indonesian NLP Resources. ACL (Findings) 2023: 13745-13818 - [c46]Muhammad H. Hyanda, Nur Ahmadi, Peter H. Charlton, Timothy G. Constandinou, Ayu Purwarianti, Trio Adiono:
A Comparative Evaluation of Video Codecs for rPPG-based Heart Rate Estimation. APSIPA ASC 2023: 243-247 - [c45]Ruhiyah Widiaputri, Ayu Purwarianti, Dessi Puji Lestari, Kurniawati Azizah, Dipta Tanaya, Sakriani Sakti:
Speech Recognition and Meaning Interpretation: Towards Disambiguation of Structurally Ambiguous Spoken Utterances in Indonesian. EMNLP 2023: 16813-16824 - [c44]Ni Putu Intan Maharani, Ayu Purwarianti, Yoga Yustiawan, Fauzy Caesar Rochim:
Domain-Specific Language Model Post-Training for Indonesian Financial NLP. ICEEI 2023: 1-6 - [c43]Randy Zakya Suchrady, Ayu Purwarianti:
Indo LEGO-ABSA: A Multitask Generative Aspect Based Sentiment Analysis for Indonesian Language. ICEEI 2023: 1-6 - [c42]Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Ayu Purwarianti:
The Obscure Limitation of Modular Multilingual Language Models. Tiny Papers @ ICLR 2023 - [c41]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:
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages. IJCNLP (1) 2023: 921-945 - [c40]Bella Septina Ika Hartanti, Dipta Tanaya, Kurniawati Azizah, Dessi Puji Lestari, Ayu Purwarianti, Sakriani Sakti:
Generating Speech with Prosodic Prominence based on SSL-Visually Grounded Models. O-COCOSDA 2023: 1-6 - [e5]Jong C. Park, Yuki Arase, Baotian Hu, Wei Lu, Derry Wijaya, Ayu Purwarianti, Adila Alfa Krisnadhi:
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. Association for Computational Linguistics 2023, ISBN 979-8-89176-013-4 [contents] - [e4]Jong C. Park, Yuki Arase, Baotian Hu, Wei Lu, Derry Wijaya, Ayu Purwarianti, Adila Alfa Krisnadhi:
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. Association for Computational Linguistics 2023, ISBN 979-8-89176-014-1 [contents] - [e3]Jong C. Park, Yuki Arase, Baotian Hu, Wei Lu, Derry Wijaya, Ayu Purwarianti, Adila Alfa Krisnadhi:
Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 - Findings, Nusa Dua, Bali, November 1-4, 2023. Association for Computational Linguistics 2023, ISBN 979-8-89176-018-9 [contents] - [i24]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:
NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages. CoRR abs/2309.10661 (2023) - [i23]Ni Putu Intan Maharani, Ayu Purwarianti, Alham Fikri Aji:
Low-Resource Clickbait Spoiling for Indonesian via Question Answering. CoRR abs/2310.08085 (2023) - [i22]Muhammad Razif Rizqullah, Ayu Purwarianti, Alham Fikri Aji:
QASiNa: Religious Domain Question Answering using Sirah Nabawiyah. CoRR abs/2310.08102 (2023) - [i21]Ni Putu Intan Maharani, Yoga Yustiawan, Fauzy Caesar Rochim, Ayu Purwarianti:
Domain-Specific Language Model Post-Training for Indonesian Financial NLP. CoRR abs/2310.09736 (2023) - [i20]Muhammad Dehan Al Kautsar, Rahmah Khoirussyifa' Nurdini, Samuel Cahyawijaya, Genta Indra Winata, Ayu Purwarianti:
IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue Systems. CoRR abs/2311.00958 (2023) - [i19]Lucky Susanto, Ryandito Diandaru, Adila Krisnadhi, Ayu Purwarianti, Derry Wijaya:
Replicable Benchmarking of Neural Machine Translation (NMT) on Low-Resource Local Languages in Indonesia. CoRR abs/2311.00998 (2023) - [i18]Randy Zakya Suchrady, Ayu Purwarianti:
Indo LEGO-ABSA: A Multitask Generative Aspect Based Sentiment Analysis for Indonesian Language. CoRR abs/2311.01757 (2023) - [i17]Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Ayu Purwarianti:
The Obscure Limitation of Modular Multilingual Language Models. CoRR abs/2311.12375 (2023) - [i16]Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Genta Indra Winata, Pascale Fung, Ayu Purwarianti:
IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages. CoRR abs/2311.12405 (2023) - 2022
- [j11]Untari Novia Wisesty, Ayu Purwarianti, Adi Pancoro, Amrita Chattopadhyay, Nam Nhut Phan, Eric Y. Chuang, Tati Rajab Mengko:
Join Classifier of Type and Index Mutation on Lung Cancer DNA Using Sequential Labeling Model. IEEE Access 10: 9004-9021 (2022) - [j10]Nur Ahmadi, Trio Adiono, Ayu Purwarianti, Timothy G. Constandinou, Christos-Savvas Bouganis:
Improved Spike-Based Brain-Machine Interface Using Bayesian Adaptive Kernel Smoother and Deep Learning. IEEE Access 10: 29341-29356 (2022) - [j9]Rizka W. Sholikah, Agus Zainal Arifin, Chastine Fatichah, Ayu Purwarianti:
Multi task learning with general vector space for cross-lingual semantic relation detection. J. King Saud Univ. Comput. Inf. Sci. 34(5): 2161-2169 (2022) - [c39]Nuryani Nuryani, Ayu Purwarianti, Dwi Hendratmo Widyantoro:
Identification of Conflict Opinion in Aspect-Based Sentiment Analysis using BERT-based Method. IC3INA 2022: 276-280 - [i15]Vinsen Marselino Andreas, Genta Indra Winata, Ayu Purwarianti:
A Comparative Study on Language Models for Task-Oriented Dialogue Systems. CoRR abs/2201.08687 (2022) - [i14]Holy Lovenia, Hiroki Tanaka, Sakriani Sakti, Ayu Purwarianti, Satoshi Nakamura:
Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition. CoRR abs/2206.00635 (2022) - [i13]Samuel Cahyawijaya, Alham Fikri Aji, Holy Lovenia, Genta Indra Winata, Bryan Wilie, Rahmad Mahendra, Fajri Koto, David Moeljadi, Karissa Vincentio, Ade Romadhony, Ayu Purwarianti:
NusaCrowd: A Call for Open and Reproducible NLP Research in Indonesian Languages. CoRR abs/2207.10524 (2022) - [i12]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:
NusaCrowd: Open Source Initiative for Indonesian NLP Resources. CoRR abs/2212.09648 (2022) - 2021
- [c38]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:
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation. EMNLP (1) 2021: 8875-8898 - [i11]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:
IndoNLG: Benchmark and Resources for Evaluating Indonesian Natural Language Generation. CoRR abs/2104.08200 (2021) - 2020
- [j8]Hanif Fakhrurroja, Carmadi Machbub, Ary Setijadi Prihatmanto, Ayu Purwarianti:
Multimodal Interaction System for Home Appliances Control. Int. J. Interact. Mob. Technol. 14(15): 44-67 (2020) - [c37]Bryan Wilie, Karissa Vincentio, Genta Indra Winata, Samuel Cahyawijaya, Xiaohong Li, Zhi Yuan Lim, Sidik Soleman, Rahmad Mahendra, Pascale Fung, Syafri Bahar, Ayu Purwarianti:
IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding. AACL/IJCNLP 2020: 843-857 - [i10]Bryan Wilie, Karissa Vincentio, Genta Indra Winata, Samuel Cahyawijaya, Xiaohong Li, Zhi Yuan Lim, Sidik Soleman, Rahmad Mahendra, Pascale Fung, Syafri Bahar, Ayu Purwarianti:
IndoNLU: Benchmark and Resources for Evaluating Indonesian Natural Language Understanding. CoRR abs/2009.05387 (2020) - [i9]Turfa Auliarachman, Ayu Purwarianti:
Coreference Resolution System for Indonesian Text with Mention Pair Method and Singleton Exclusion using Convolutional Neural Network. CoRR abs/2009.05675 (2020) - [i8]Devin Hoesen, Ayu Purwarianti:
Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger. CoRR abs/2009.05687 (2020) - [i7]Ramos Janoah Hasudungan, Ayu Purwarianti:
Relation Detection for Indonesian Language using Deep Neural Network - Support Vector Machine. CoRR abs/2009.05698 (2020) - [i6]Ilham Firdausi Putra, Ayu Purwarianti:
Improving Indonesian Text Classification Using Multilingual Language Model. CoRR abs/2009.05713 (2020) - [i5]Ayu Purwarianti, Ida Ayu Putu Ari Crisdayanti:
Improving Bi-LSTM Performance for Indonesian Sentiment Analysis Using Paragraph Vector. CoRR abs/2009.05720 (2020) - [i4]K. M. Shahih, Ayu Purwarianti:
Combining Word and Character Vector Representation on Neural Machine Translation. CoRR abs/2009.05935 (2020) - [i3]Miftahul Mahfuzh, Sidik Soleman, Ayu Purwarianti:
Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features. CoRR abs/2009.07119 (2020) - [i2]Ferdiant Joshua Muis, Ayu Purwarianti:
Sequence-to-Sequence Learning for Indonesian Automatic Question Generator. CoRR abs/2009.13889 (2020)
2010 – 2019
- 2019
- [j7]Ade Romadhony, Dwi H. Widyantoro, Ayu Purwarianti:
Utilizing structured knowledge bases in open IE based event template extraction. Appl. Intell. 49(1): 206-219 (2019) - [c36]Holy Lovenia, Hiroki Tanaka, Sakriani Sakti, Ayu Purwarianti, Satoshi Nakamura:
Speech Artifact Removal from Eeg Recordings of Spoken Word Production with Tensor Decomposition. ICASSP 2019: 1115-1119 - [c35]Muhammad Gumilang, Ayu Purwarianti, Feriati Nurdinasari:
Systemic Risk Document Classification on Indonesian News Articles using Deep Learning and Active Learning. ICEEI 2019: 46-51 - 2018
- [j6]Nurul Lubis, Dessi Puji Lestari, Sakriani Sakti, Ayu Purwarianti, Satoshi Nakamura:
Construction of Spontaneous Emotion Corpus from Indonesian TV Talk Shows and Its Application on Multimodal Emotion Recognition. IEICE Trans. Inf. Syst. 101-D(8): 2092-2100 (2018) - [j5]S. Arie Ardiyanti, Dwi Hendratmo Widyantoro, Ayu Purwarianti, Yayat Sudaryat:
The Rule-Based Sundanese Stemmer. ACM Trans. Asian Low Resour. Lang. Inf. Process. 17(4): 27:1-27:28 (2018) - [c34]Sashi Novitasari, Dessi Puji Lestari, Sakriani Sakti, Ayu Purwarianti:
Rude-Words Detection for Indonesian Speech Using Support Vector Machine. IALP 2018: 19-24 - [c33]Devin Hoesen, Ayu Purwarianti:
Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger. IALP 2018: 35-38 - [c32]Fariska Zakhralativa Ruskanda, Dwi Hendratmo Widyantoro, Ayu Purwarianti:
Comparative Study on Language Rule Based Methods for Aspect Extraction in Sentiment Analysis. IALP 2018: 56-61 - [c31]Arfinda Ilmania, Abdurrahman, Samuel Cahyawijaya, Ayu Purwarianti:
Aspect Detection and Sentiment Classification Using Deep Neural Network for Indonesian Aspect-Based Sentiment Analysis. IALP 2018: 62-67 - [c30]Ramos Janoah Hasudungan, Ayu Purwarianti:
Relation Detection for Indonesian Language Using Deep Neural Network - Support Vector Machine. IALP 2018: 290-295 - [c29]Hanif Fakhrurroja, Riyanto, Ayu Purwarianti, Ary Setijadi Prihatmanto, Carmadi Machbub:
Integration of Indonesian Speech and Hand Gesture Recognition for Controlling Humanoid Robot. ICARCV 2018: 1590-1595 - [c28]Ade Romadhony, Alfan Farizki Wicaksono, Ayu Purwarianti, Dwi Hendratmo Widyantoro:
A Dense Vector Representation for Open-Domain Relation Tuples. Rep4NLP@ACL 2018: 107-112 - 2017
- [c27]Arief Rahman, Kuncoro Adhiguna, Ayu Purwarianti:
Ensemble Technique Utilization for Indonesian Dependency Parser. PACLIC 2017: 64-71 - [c26]Candy Olivia Mawalim, Dessi Puji Lestari, Ayu Purwarianti:
Rule-based Reordering and Post-Processing for Indonesian-Korean Statistical Machine Translation. PACLIC 2017: 287-295 - 2016
- [j4]Arie Wahyu Wijayanto, Ayu Purwarianti, Le Hoang Son:
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. 44(2): 377-398 (2016) - [c25]Ade Romadhony, Ayu Purwarianti, Lisa Madlberger:
An initial study of Indonesian semantic role labeling and its application on event extraction. IALP 2016: 63-66 - [c24]Lisa Madlberger, Ade Romadhony, Ayu Purwarianti:
Gotong royong in NLP research a mobile tool for collaborative text annotation in Indonesia. IALP 2016: 99-102 - [c23]Wiwin Suwarningsih, Ayu Purwarianti, Iping Supriana:
Dependency Scheme for Revise and Reasoning Solution. SCDM 2016: 294-303 - [c22]Aditya Satrya Wibawa, Ayu Purwarianti:
Indonesian Named-entity Recognition for 15 Classes Using Ensemble Supervised Learning. SLTU 2016: 221-228 - [e2]Kôiti Hasida, Ayu Purwarianti:
Computational Linguistics - 14th International Conference of the Pacific Association for Computational Linguistics, PACLING 2015, Bali, Indonesia, May 19-21, 2015, Revised Selected Papers. Communications in Computer and Information Science 593, Springer 2016, ISBN 978-981-10-0514-5 [contents] - [e1]Sakriani Sakti, Mirna Adriani, Ayu Purwarianti, Laurent Besacier, Eric Castelli, Pascal Nocera:
SLTU-2016, 5th Workshop on Spoken Language Technologies for Under-resourced languages, 9-12 May 2016, Yogyakarta, Indonesia. Procedia Computer Science 81, Elsevier 2016 [contents] - 2015
- [j3]Arie Pratama Sutiono, Rido Ramadan, Peetikorn Jarukasetporn, Junki Takeuchi, Ayu Purwarianti, Hiroyuki Iida:
A Mathematical Model of Game Refinement and Its Applications to Sports Games. EAI Endorsed Trans. Creative Technol. 2(5): e1 (2015) - [c21]Sakriani Sakti, Faiz Ilham, Graham Neubig, Tomoki Toda, Ayu Purwarianti, Satoshi Nakamura:
Incremental sentence compression using LSTM recurrent networks. ASRU 2015: 252-258 - [c20]David Setyanugraha, Ayu Purwarianti:
Development of sentiment classification system for Indonesian public policy tweet. IC3INA 2015: 1-5 - [c19]Auliya Sani, Dessi Puji Lestari, Ayu Purwarianti:
Filled Pause Detection in Indonesian Spontaneous Speech. PACLING 2015: 54-64 - [i1]Edwin Lunando, Ayu Purwarianti:
Indonesian Social Media Sentiment Analysis With Sarcasm Detection. CoRR abs/1505.03085 (2015) - 2014
- [c18]Patrick Lumban Tobing, Tomoki Toda, Graham Neubig, Sakriani Sakti, Satoshi Nakamura, Ayu Purwarianti:
Articulatory controllable speech modification based on statistical feature mapping with Gaussian mixture models. INTERSPEECH 2014: 2298-2302 - [c17]Arie Pratama Sutiono, Ayu Purwarianti, Hiroyuki Iida:
A Mathematical Model of Game Refinement. INTETAIN 2014: 148-151 - [c16]Nurul Lubis, Sakriani Sakti, Graham Neubig, Tomoki Toda, Ayu Purwarianti, Satoshi Nakamura:
Emotion and Its Triggers in Human Spoken Dialogue: Recognition and Analysis. IWSDS 2014: 103-110 - [c15]Nurul Lubis, Dessi Puji Lestari, Ayu Purwarianti, Sakriani Sakti, Satoshi Nakamura:
Construction and analysis of Indonesian Emotional Speech Corpus. O-COCOSDA 2014: 1-5 - [c14]Nurul Lubis, Dessi Puji Lestari, Ayu Purwarianti, Sakriani Sakti, Satoshi Nakamura:
Emotion recognition on Indonesian television talk shows. SLT 2014: 466-471 - 2013
- [c13]Herry Sujaini, Ayu Purwarianti, Arry Akhmad Arman, Kuspriyanto:
Extended word similarity based clustering on unsupervised PoS induction to improve English-Indonesian statistical machine translation. O-COCOSDA/CASLRE 2013: 1-4 - 2011
- [c12]Peb Ruswono Aryan, Iping Supriana, Ayu Purwarianti:
Development of indonesian handwritten text database for offline character recognition. ICEEI 2011: 1-4 - [c11]M. Iqbal Faruqi, Ayu Purwarianti:
An Indonesian question analyzer to enhance the performance of Indonesian-English CLQA. ICEEI 2011: 1-6 - [c10]Veri Ferdiansyah, Ayu Purwarianti:
Indonesian automatic speech recognition system using English-based acoustic model. ICEEI 2011: 1-4 - [c9]Aswin Juari, Ayu Purwarianti:
Out of vocabulary detection in Indonesian speech recognition using word and syllable level decoding. ICEEI 2011: 1-8 - [c8]Mia Kamayani, Ayu Purwarianti:
Dependency parsing for Indonesian. ICEEI 2011: 1-5 - [c7]Aqsath Rasyid Naradhipa, Ayu Purwarianti:
Sentiment classification for Indonesian message in social media. ICEEI 2011: 1-4 - [c6]Ayu Purwarianti:
A non deterministic Indonesian stemmer. ICEEI 2011: 1-5 - [c5]Moch Yusup Soleh, Ayu Purwarianti:
A non word error spell checker for Indonesian using morphologically analyzer and HMM. ICEEI 2011: 1-6 - [c4]Alvin Andhika Zulen, Ayu Purwarianti:
Study and Implementation of Monolingual Approach on Indonesian Question Answering for Factoid and Non-Factoid Question. PACLIC 2011: 622-631
2000 – 2009
- 2007
- [j2]Ayu Purwarianti, Masatoshi Tsuchiya, Seiichi Nakagawa:
A Machine Learning Approach for an Indonesian-English Cross Language Question Answering System. IEICE Trans. Inf. Syst. 90-D(11): 1841-1852 (2007) - [j1]Ayu Purwarianti, Masatoshi Tsuchiya, Seiichi Nakagawa:
Indonesian-Japanese Transitive Translation using English for CLIR. Inf. Media Technol. 2(2): 612-640 (2007) - [c3]Masatoshi Tsuchiya, Ayu Purwarianti, Toshiyuki Wakita, Seiichi Nakagawa:
Expanding Indonesian-Japanese Small Translation Dictionary Using a Pivot Language. ACL 2007 - [c2]Ayu Purwarianti, Masatoshi Tsuchiya, Seiichi Nakagawa:
A machine learning approach for indonesian question answering system. Artificial Intelligence and Applications 2007: 573-578 - 2005
- [c1]Ayu Purwarianti, Masatoshi Tsuchiya, Seiichi Nakagawa:
Query Transitive Translation Using IR Score for Indonesian-Japanese CLIR. AIRS 2005: 565-570