Query Transitive Translation Using IR Score for Indonesian-Japanese CLIR. - Ayu Purwarianti; Masatoshi Tsuchiya; Seiichi Nakagawa (AIRS, 2005)

Expanding Indonesian-Japanese Small Translation Dictionary Using a Pivot Language. - Masatoshi Tsuchiya; Ayu Purwarianti; Toshiyuki Wakita; Seiichi Nakagawa (ACL, 2007)

A machine learning approach for indonesian question answering system. - Ayu Purwarianti; Masatoshi Tsuchiya; Seiichi Nakagawa (Artificial Intelligence and Applications, 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)

Indonesian-Japanese Transitive Translation using English for CLIR. - Ayu Purwarianti; Masatoshi Tsuchiya; Seiichi Nakagawa (Inf. Media Technol., 2007)

Development of indonesian handwritten text database for offline character recognition. - Peb Ruswono Aryan; Iping Supriana; Ayu Purwarianti (ICEEI, 2011)

An Indonesian question analyzer to enhance the performance of Indonesian-English CLQA. - M. Iqbal Faruqi; Ayu Purwarianti (ICEEI, 2011)

Indonesian automatic speech recognition system using English-based acoustic model. - Veri Ferdiansyah; Ayu Purwarianti (ICEEI, 2011)

Out of vocabulary detection in Indonesian speech recognition using word and syllable level decoding. - Aswin Juari; Ayu Purwarianti (ICEEI, 2011)

Dependency parsing for Indonesian. - Mia Kamayani; Ayu Purwarianti (ICEEI, 2011)

Sentiment classification for Indonesian message in social media. - Aqsath Rasyid Naradhipa; Ayu Purwarianti (ICEEI, 2011)

A non deterministic Indonesian stemmer. - Ayu Purwarianti (ICEEI, 2011)

A non word error spell checker for Indonesian using morphologically analyzer and HMM. - Moch Yusup Soleh; Ayu Purwarianti (ICEEI, 2011)

Study and Implementation of Monolingual Approach on Indonesian Question Answering for Factoid and Non-Factoid Question. - Alvin Andhika Zulen; Ayu Purwarianti (PACLIC, 2011)

Extended word similarity based clustering on unsupervised PoS induction to improve English-Indonesian statistical machine translation. - Herry Sujaini; Ayu Purwarianti; Arry Akhmad Arman; Kuspriyanto (O-COCOSDA/CASLRE, 2013)

Articulatory controllable speech modification based on statistical feature mapping with Gaussian mixture models. - Patrick Lumban Tobing; Tomoki Toda; Graham Neubig; Sakriani Sakti; Satoshi Nakamura 001; Ayu Purwarianti (INTERSPEECH, 2014)

A Mathematical Model of Game Refinement. - Arie Pratama Sutiono; Ayu Purwarianti; Hiroyuki Iida (INTETAIN, 2014)

Emotion and Its Triggers in Human Spoken Dialogue: Recognition and Analysis. - Nurul Lubis; Sakriani Sakti; Graham Neubig; Tomoki Toda; Ayu Purwarianti; Satoshi Nakamura 001 (IWSDS, 2014)

Construction and analysis of Indonesian Emotional Speech Corpus. - Nurul Lubis; Dessi Puji Lestari; Ayu Purwarianti; Sakriani Sakti; Satoshi Nakamura 001 (O-COCOSDA, 2014)

Emotion recognition on Indonesian television talk shows. - Nurul Lubis; Dessi Puji Lestari; Ayu Purwarianti; Sakriani Sakti; Satoshi Nakamura 001 (SLT, 2014)

Incremental sentence compression using LSTM recurrent networks. - Sakriani Sakti; Faiz Ilham; Graham Neubig; Tomoki Toda; Ayu Purwarianti; Satoshi Nakamura 001 (ASRU, 2015)

Development of sentiment classification system for Indonesian public policy tweet. - David Setyanugraha; Ayu Purwarianti (IC3INA, 2015)

Filled Pause Detection in Indonesian Spontaneous Speech. - Auliya Sani; Dessi Puji Lestari; Ayu Purwarianti (PACLING, 2015)

Indonesian Social Media Sentiment Analysis With Sarcasm Detection. - Edwin Lunando; Ayu Purwarianti (CoRR, 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)

Gotong royong in NLP research a mobile tool for collaborative text annotation in Indonesia. - Lisa Madlberger; Ade Romadhony; Ayu Purwarianti (IALP, 2016)

An initial study of Indonesian semantic role labeling and its application on event extraction. - Ade Romadhony; Ayu Purwarianti; Lisa Madlberger (IALP, 2016)

Dependency Scheme for Revise and Reasoning Solution. - Wiwin Suwarningsih; Ayu Purwarianti; Iping Supriana (SCDM, 2016)

Indonesian Named-entity Recognition for 15 Classes Using Ensemble Supervised Learning. - Aditya Satrya Wibawa; Ayu Purwarianti (SLTU, 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)

Rule-based Reordering and Post-Processing for Indonesian-Korean Statistical Machine Translation. - Candy Olivia Mawalim; Dessi Puji Lestari; Ayu Purwarianti (PACLIC, 2017)

Ensemble Technique Utilization for Indonesian Dependency Parser. - Arief Rahman; Kuncoro Adhiguna; Ayu Purwarianti (PACLIC, 2017)

Relation Detection for Indonesian Language Using Deep Neural Network - Support Vector Machine. - Ramos Janoah Hasudungan; Ayu Purwarianti (IALP, 2018)

Investigating Bi-LSTM and CRF with POS Tag Embedding for Indonesian Named Entity Tagger. - Devin Hoesen; Ayu Purwarianti (IALP, 2018)

Aspect Detection and Sentiment Classification Using Deep Neural Network for Indonesian Aspect-Based Sentiment Analysis. - Arfinda Ilmania; Abdurrahman; Samuel Cahyawijaya; Ayu Purwarianti (IALP, 2018)

Rude-Words Detection for Indonesian Speech Using Support Vector Machine. - Sashi Novitasari; Dessi Puji Lestari; Sakriani Sakti; Ayu Purwarianti (IALP, 2018)

Comparative Study on Language Rule Based Methods for Aspect Extraction in Sentiment Analysis. - Fariska Zakhralativa Ruskanda; Dwi Hendratmo Widyantoro; Ayu Purwarianti (IALP, 2018)

Integration of Indonesian Speech and Hand Gesture Recognition for Controlling Humanoid Robot. - Hanif Fakhrurroja; Riyanto; Ayu Purwarianti; Ary Setijadi Prihatmanto; Carmadi Machbub (ICARCV, 2018)

A Dense Vector Representation for Open-Domain Relation Tuples. - Ade Romadhony; Alfan Farizki Wicaksono; Ayu Purwarianti; Dwi Hendratmo Widyantoro (Rep4NLP@ACL, 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 001 (IEICE Trans. Inf. Syst., 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)

Speech Artifact Removal from Eeg Recordings of Spoken Word Production with Tensor Decomposition. - Holy Lovenia; Hiroki Tanaka; Sakriani Sakti; Ayu Purwarianti; Satoshi Nakamura 001 (ICASSP, 2019)

Systemic Risk Document Classification on Indonesian News Articles using Deep Learning and Active Learning. - Muhammad Gumilang; Ayu Purwarianti; Feriati Nurdinasari (ICEEI, 2019)

Utilizing structured knowledge bases in open IE based event template extraction. - Ade Romadhony; Dwi H. Widyantoro; Ayu Purwarianti (Appl. Intell., 2019)

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 (AACL/IJCNLP, 2020)

Coreference Resolution System for Indonesian Text with Mention Pair Method and Singleton Exclusion using Convolutional Neural Network. - Turfa Auliarachman; Ayu Purwarianti (CoRR, 2020)

Improving Indonesian Text Classification Using Multilingual Language Model. - Ilham Firdausi Putra; Ayu Purwarianti (CoRR, 2020)

Improving Bi-LSTM Performance for Indonesian Sentiment Analysis Using Paragraph Vector. - Ayu Purwarianti; Ida Ayu Putu Ari Crisdayanti (CoRR, 2020)

Combining Word and Character Vector Representation on Neural Machine Translation. - K. M. Shahih; Ayu Purwarianti (CoRR, 2020)

Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features. - Miftahul Mahfuzh; Sidik Soleman; Ayu Purwarianti (CoRR, 2020)

Sequence-to-Sequence Learning for Indonesian Automatic Question Generator. - Ferdiant Joshua Muis; Ayu Purwarianti (CoRR, 2020)

Multimodal Interaction System for Home Appliances Control. - Hanif Fakhrurroja; Carmadi Machbub; Ary Setijadi Prihatmanto; Ayu Purwarianti (Int. J. Interact. Mob. Technol., 2020)

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 (EMNLP (1), 2021)

Identification of Conflict Opinion in Aspect-Based Sentiment Analysis using BERT-based Method. - Nuryani Nuryani; Ayu Purwarianti; Dwi Hendratmo Widyantoro (IC3INA, 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)

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)

A Comparative Study on Language Models for Task-Oriented Dialogue Systems. - Vinsen Marselino Andreas; Genta Indra Winata; 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)

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; et al. (CoRR, 2022)

Multi task learning with general vector space for cross-lingual semantic relation detection. - Rizka W. Sholikah; Agus Zainal 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; Fajri Koto; Rahmad Mahendra; Christian Wibisono; Ade Romadhony; Karissa Vincentio; Jennifer Santoso; David Moeljadi; et al. (ACL (Findings), 2023)

A Comparative Evaluation of Video Codecs for rPPG-based Heart Rate Estimation. - Muhammad Heronan Hyanda; Nur Ahmadi; Peter H. Charlton; Timothy G. Constandinou; Ayu Purwarianti; Trio Adiono (APSIPA ASC, 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 (EMNLP, 2023)

Domain-Specific Language Model Post-Training for Indonesian Financial NLP. - Ni Putu Intan Maharani; Ayu Purwarianti; Yoga Yustiawan; Fauzy Caesar Rochim (ICEEI, 2023)

Indo LEGO-ABSA: A Multitask Generative Aspect Based Sentiment Analysis for Indonesian Language. - Randy Zakya Suchrady; Ayu Purwarianti (ICEEI, 2023)

The Obscure Limitation of Modular Multilingual Language Models. - Muhammad Farid Adilazuarda; Samuel Cahyawijaya; Ayu Purwarianti (Tiny Papers @ ICLR, 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; et al. (IJCNLP (1), 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 (O-COCOSDA, 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)

Low-Resource Clickbait Spoiling for Indonesian via Question Answering. - Ni Putu Intan Maharani; Ayu Purwarianti; Alham Fikri Aji (CoRR, 2023)

QASiNa: Religious Domain Question Answering using Sirah Nabawiyah. - Muhammad Razif Rizqullah; Ayu Purwarianti; Alham Fikri Aji (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)

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)

IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages. - Muhammad Farid Adilazuarda; Samuel Cahyawijaya; Genta Indra Winata; Pascale Fung; Ayu Purwarianti (CoRR, 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)

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., 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, 2023)

Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages. - 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; et al. (ACL (1), 2024)

LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization. - Muhammad Farid Adilazuarda; Samuel Cahyawijaya; Genta Indra Winata; Ayu Purwarianti; Alham Fikri Aji (EMNLP (Findings), 2024)

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. - 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; et al. (EMNLP, 2024)

Enhancing Indonesian Automatic Speech Recognition: Evaluating Multilingual Models with Diverse Speech Variabilities. - Aulia Adila; Dessi Puji Lestari; Ayu Purwarianti; Dipta Tanaya; Kurniawati Azizah; Sakriani Sakti (O-COCOSDA, 2024)

An Evaluation of Neural Vocoder-Based Voice Cloning System for Dysphonia Speech Disorder. - Dhiya Dewangga; Dessi Puji Lestari; Ayu Purwarianti; Dipta Tanaya; Kurniawati Azizah; Sakriani Sakti (O-COCOSDA, 2024)

Continual Learning in Machine Speech Chain Using Gradient Episodic Memory. - Geoffrey Tyndall; Kurniawati Azizah; Dipta Tanaya; Ayu Purwarianti; Dessi Puji Lestari; Sakriani Sakti (O-COCOSDA, 2024)

Leveraging protein language model embeddings and logistic regression for efficient and accurate in-silico acidophilic proteins classification. - Meredita Susanty; Muhammad K. N. Mursalim; Rukman Hertadi; Ayu Purwarianti; Tati L. R. Mengko (Comput. Biol. Chem., 2024)

Classifying alkaliphilic proteins using embeddings from protein language model. - Meredita Susanty; Muhammad K. N. Mursalim; Rukman Hertadi; Ayu Purwarianti; Tati Latifah Rajab Mengko (Comput. Biol. Medicine, 2024)

What Linguistic Features and Languages are Important in LLM Translation? - Ryandito Diandaru; Lucky Susanto; Zilu Tang; Ayu Purwarianti; Derry Wijaya (CoRR, 2024)

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. - 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; et al. (CoRR, 2024)

Enhancing Natural Language Inference Performance with Knowledge Graph for COVID-19 Automated Fact-Checking in Indonesian Language. - Arief Purnama Muharram; Ayu Purwarianti (CoRR, 2024)

WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines. - 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; et al. (CoRR, 2024)

DriveThru: a Document Extraction Platform and Benchmark Datasets for Indonesian Local Language Archives. - Mohammad Rifqi Farhansyah; Muhammad Zuhdi Fikri Johari; Afinzaki Amiral; Ayu Purwarianti; Kumara Ari Yuana; Derry Tanti Wijaya (CoRR, 2024)

Indonesian Speech Content De-Identification in Low Resource Transcripts. - Rifqi Naufal Abdjul; Dessi Puji Lestari; Ayu Purwarianti; Candy Olivia Mawalim; Sakriani Sakti; Masashi Unoki (COLING Workshops, 2025)

Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models. - Patrick Amadeus Irawan; Genta Indra Winata; Samuel Cahyawijaya; Ayu Purwarianti (COLING, 2025)

NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages. - Ayu Purwarianti; Dea Adhista; Agung Baptiso; Miftahul Mahfuzh; Yusrina Sabila; Aulia Adila; Samuel Cahyawijaya; Alham Fikri Aji (COLING Workshops, 2025)

Proceedings of the Second Workshop in South East Asian Language Processing. - Derry Wijaya; Alham Fikri Aji; Clara Vania; Genta Indra Winata; Ayu Purwarianti (COLING Workshops, 2025)

WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines. - 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; et al. (NAACL (Long Papers), 2025)

MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding. - Zayd Muhammad Kawakibi Zuhri; Muhammad Farid Adilazuarda; Ayu Purwarianti; Alham Fikri Aji (NAACL (Findings), 2025)

QLESS: A Quantized Approach for Data Valuation and Selection in Large Language Model Fine-Tuning. - Moses Ananta; Muhammad Farid Adilazuarda; Zayd Muhammad Kawakibi Zuhri; Ayu Purwarianti; Alham Fikri Aji (CoRR, 2025)

What Causes Knowledge Loss in Multilingual Language Models? - Maria Khelli; Samuel Cahyawijaya; Ayu Purwarianti; Genta Indra Winata (CoRR, 2025)

Datasheets Aren't Enough: DataRubrics for Automated Quality Metrics and Accountability. - 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; et al. (CoRR, 2025)

IndoPref: A Multi-Domain Pairwise Preference Dataset for Indonesian. - Vanessa Rebecca Wiyono; David Anugraha; Ayu Purwarianti; Genta Indra Winata (CoRR, 2025)