Ayu Purwarianti

Ayu Purwarianti

Institut Teknologi Bandung

H-index: 23

Asia-Indonesia

About Ayu Purwarianti

Ayu Purwarianti, With an exceptional h-index of 23 and a recent h-index of 19 (since 2020), a distinguished researcher at Institut Teknologi Bandung, specializes in the field of Computational Linguistics, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization

Classifying alkaliphilic proteins using embeddings from protein language model

Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages

Could We Have Had Better Multilingual LLMs If English Was Not the Central Language?

What Linguistic Features and Languages are Important in LLM Translation?

On Block g-Circulant Matrices with Discrete Cosine and Sine Transforms for Transformer-Based Translation Machine

Qasina: Religious domain question answering using sirah nabawiyah

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

Ayu Purwarianti Information

University

Position

Associate Professor Informatics Indonesia & Co-Founder at Prosa.ai

Citations(all)

3089

Citations(since 2020)

2309

Cited By

1304

hIndex(all)

23

hIndex(since 2020)

19

i10Index(all)

64

i10Index(since 2020)

43

Email

University Profile Page

Institut Teknologi Bandung

Google Scholar

View Google Scholar Profile

Ayu Purwarianti Skills & Research Interests

Computational Linguistics

Machine Learning

Top articles of Ayu Purwarianti

Title

Journal

Author(s)

Publication Date

LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization

arXiv preprint arXiv:2401.06034

Muhammad Farid Adilazuarda

Samuel Cahyawijaya

Alham Fikri Aji

Genta Indra Winata

Ayu Purwarianti

2024/1/11

Classifying alkaliphilic proteins using embeddings from protein language model

Computers in Biology and Medicine

Meredita Susanty

Muhammad Khaerul Naim Mursalim

Rukman Hertadi

Ayu Purwarianti

Tati LE Rajab

2024/5/1

Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages

arXiv preprint arXiv:2404.06138

Samuel Cahyawijaya

Holy Lovenia

Fajri Koto

Rifki Afina Putri

Emmanuel Dave

...

2024/4/9

Could We Have Had Better Multilingual LLMs If English Was Not the Central Language?

arXiv preprint arXiv:2402.13917

Ryandito Diandaru

Lucky Susanto

Zilu Tang

Ayu Purwarianti

Derry Wijaya

2024/2/21

What Linguistic Features and Languages are Important in LLM Translation?

arXiv preprint arXiv:2402.13917

Ryandito Diandaru

Lucky Susanto

Zilu Tang

Ayu Purwarianti

Derry Wijaya

2024/2/21

On Block g-Circulant Matrices with Discrete Cosine and Sine Transforms for Transformer-Based Translation Machine

Euis Asriani

Intan Muchtadi-Alamsyah

Ayu Purwarianti

2024/1/15

Qasina: Religious domain question answering using sirah nabawiyah

Muhammad Razif Rizqullah

Ayu Purwarianti

Alham Fikri Aji

2023/10/7

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

...

2023/10/31

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

arXiv preprint arXiv:2311.00958

Muhammad Dehan Al Kautsar

Rahmah Khoirussyifa' Nurdini

Samuel Cahyawijaya

Genta Indra Winata

Ayu Purwarianti

2023/11/2

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

...

2023/12

Temporal convolutional network for a Fast DNA mutation detection in breast cancer data

Plos one

Untari Novia Wisesty

Tati Rajab Mengko

Ayu Purwarianti

Adi Pancoro

2023/5/25

Low-Resource Clickbait Spoiling for Indonesian via Question Answering

arXiv e-prints

Ni Putu Intan Maharani

Ayu Purwarianti

Alham Fikri Aji

2023/10

EmbedCaps-DBP: predicting DNA-binding proteins using protein sequence embedding and capsule network

IEEE Access

Muhammad Khaerul Naim

Tati Rajab Mengko

Rukman Hertadi

Ayu Purwarianti

Meredita Susanty

2023/10/31

Proceedings of the First Workshop in South East Asian Language Processing

Derry Wijaya

Alham Fikri Aji

Clara Vania

Genta Indra Winata

Ayu Purwarianti

2023/11

The Obscure Limitation of Modular Multilingual Language Models

arXiv e-prints

Muhammad Farid Adilazuarda

Samuel Cahyawijaya

Ayu Purwarianti

2023/11

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

Frontiers in Applied Mathematics and Statistics

Euis Asriani

Intan Muchtadi-Alamsyah

Ayu Purwarianti

2023

ICON: Building a Large-Scale Benchmark Constituency Treebank for the Indonesian Language

Ee Suan Lim

Wei Qi Leong

Ngan Thanh Nguyen

Dea Adhista

Wei Ming Kng

...

2023/3

Nusawrites: Constructing high-quality corpora for underrepresented and extremely low-resource languages

Samuel Cahyawijaya

Holy Lovenia

Fajri Koto

Dea Adhista

Emmanuel Dave

...

2023/9/19

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

Ni Putu Intan Maharani

Ayu Purwarianti

Yoga Yustiawan

Fauzy Caesar Rochim

2023/10/10

Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 (Findings)

Andreas Vlachos

Isabelle Augenstein

2023/5

See List of Professors in Ayu Purwarianti University(Institut Teknologi Bandung)