En-Shiun Annie Lee

According to our database, En-Shiun Annie Lee authored at least 45 papers between 2010 and 2025.

Collaborative distances:

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

2025

TranslationCorrect: A Unified Framework for Machine Translation Post-Editing with Predictive Error Assistance.

Syed Mekael Wasti, Shou-Yi Hung, Christopher Collins, En-Shiun Annie Lee

CoRR, June, 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, Hanyang Zhao, Sudipta Kar, Kezia Erina Suryoraharjo, Muhammad Farid Adilazuarda, En-Shiun Annie Lee, Ayu Purwarianti, Derry Tanti Wijaya, Monojit Choudhury

CoRR, June, 2025

Beyond Vanilla Fine-Tuning: Leveraging Multistage, Multilingual, and Domain-Specific Methods for Low-Resource Machine Translation.

Sarubi Thillainathan, Songchen Yuan, En-Shiun Annie Lee, Sanath Jayasena, Surangika Ranathunga

CoRR, March, 2025

INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages.

Hao Yu, Jesujoba O. Alabi, Andiswa Bukula, Jian Yun Zhuang, En-Shiun Annie Lee, Tadesse Kebede Guge, Israel Abebe Azime, Happy Buzaaba, Blessing K. Sibanda, Godson Koffi Kalipe, Jonathan Mukiibi, Salomon Kabongo Kabenamualu, Mmasibidi Setaka, Lolwethu Ndolela, Nkiruka Odu, Rooweither Mabuya, Shamsuddeen Hassan Muhammad, Salomey Osei, Sokhar Samb, Juliet W. Murage, Dietrich Klakow, David Ifeoluwa Adelani

CoRR, February, 2025

Crafting for Career Agility: An Outcome-Based Redesign of a Machine Learning Curriculum within a Program Bundle.

En-Shiun Annie Lee, Sean Woodhead, Karthik Kuber, Hashmat Rohian, Stacey A. Koornneef

Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2, 2025

Creating a Joint-Faculty Artificial Intelligence Concentration within a Graduate Program.

En-Shiun Annie Lee, Arvind Gupta, Amane Takeuchi, Stacey A. Koornneef

Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 2, 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, 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

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

AlignFreeze: Navigating the Impact of Realignment on the Layers of Multilingual Models Across Diverse Languages.

Steve Bakos, David Guzmán, Riddhi More, Kelly Chutong Li, Félix Gaschi, En-Shiun Annie Lee

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models.

David Anugraha, Genta Indra Winata, Chenyue Li, Patrick Amadeus Irawan, En-Shiun Annie Lee

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models.

David Ifeoluwa Adelani, Jessica Ojo, Israel Abebe Azime, Jian Yun Zhuang, Jesujoba Oluwadara Alabi, Xuanli He, Millicent Ochieng, Sara Hooker, Andiswa Bukula, En-Shiun Annie Lee, Chiamaka Ijeoma Chukwuneke, Happy Buzaaba, Blessing K. Sibanda, Godson Koffi Kalipe, Jonathan Mukiibi, Salomon Kabongo Kabenamualu, Foutse Yuehgoh, Mmasibidi Setaka, Lolwethu Ndolela, Nkiruka Odu, Rooweither Mabuya, Salomey Osei, Shamsuddeen Hassan Muhammad, Sokhar Samb, Tadesse Kebede Guge, Tombekai Vangoni Sherman, Pontus Stenetorp

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

URIEL+: Enhancing Linguistic Inclusion and Usability in a Typological and Multilingual Knowledge Base.

Aditya Armaan Khan, Mason Stephen Shipton, David Anugraha, Kaiyao Duan, Phuong H. Hoang, Eric Khiu, A. Seza Dogruöz, En-Shiun Annie Lee

Proceedings of the 31st International Conference on Computational Linguistics, 2025

INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages.

Hao Yu, Jesujoba Oluwadara Alabi, Andiswa Bukula, Jian Yun Zhuang, En-Shiun Annie Lee, Tadesse Kebede Guge, Israel Abebe Azime, Happy Buzaaba, Blessing Kudzaishe Sibanda, Godson Koffi Kalipe, Jonathan Mukiibi, Salomon Kabongo Kabenamualu, Mmasibidi Setaka, Lolwethu Ndolela, Nkiruka Odu, Rooweither Mabuya, Shamsuddeen Hassan Muhammad, Salomey Osei, Sokhar Samb, Dietrich Klakow, David Ifeoluwa Adelani

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Exploiting Domain-Specific Parallel Data on Multilingual Language Models for Low-resource Language Translation.

Surangika Ranathunga, Shravan Nayak, Shih-Ting Cindy Huang, Yanke Mao, Tong Su, Yun-Hsiang Ray Chan, Songchen Yuan, Anthony Rinaldi, En-Shiun Annie Lee

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, 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

CoRR, 2024

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models.

David Ifeoluwa Adelani, Jessica Ojo, Israel Abebe Azime, Jian Yun Zhuang, Jesujoba O. Alabi, Xuanli He, Millicent Ochieng, Sara Hooker, Andiswa Bukula, En-Shiun Annie Lee, Chiamaka Chukwuneke, Happy Buzaaba, Blessing K. Sibanda, Godson Kalipe, Jonathan Mukiibi, Salomon Kabongo, Foutse Yuehgoh, Mmasibidi Setaka, Lolwethu Ndolela, Nkiruka Odu, Rooweither Mabuya, Shamsuddeen Hassan Muhammad, Salomey Osei, Sokhar Samb, Tadesse Kebede Guge, Pontus Stenetorp

CoRR, 2024

A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base.

Hasti Toossi, Guo Qing Huai, Jinyu Liu, Eric Khiu, A. Seza Dogruöz, En-Shiun Annie Lee

CoRR, 2024

Enhancing Hokkien Dual Translation by Exploring and Standardizing of Four Writing Systems.

Bo-Han Lu, Yi-Hsuan Lin, En-Shiun Annie Lee, Richard Tzong-Han Tsai

CoRR, 2024

A Faculty Initiative Addressing Gender Disparity at a Small STEM-Focused University: A Case Study.

Amane Takeuchi, Aditya Armaan Khan, Phuong H. Hoang, Jian Yun Zhuang, Mariana Shimabukuro, Randy J. Fortier, Michael Miljanovic, En-Shiun Annie Lee

Proceedings of the 2024 ACM Virtual Global Computing Education Conference V. 1, 2024

Exploring Student Motivation in Integration of Soft Skills Training within Three Levels of Computer Science Programs.

En-Shiun Annie Lee, Luki Danukarjanto, Sadia Sharmin, Shou-Yi Hung, Sicong Huang, Tong Su

Proceedings of the 55th ACM Technical Symposium on Computer Science Education, 2024

Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation.

Tong Su, Xin Peng, Sarubi Thillainathan, David Guzmán, Surangika Ranathunga, En-Shiun Annie Lee

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Predicting Machine Translation Performance on Low-Resource Languages: The Role of Domain Similarity.

Eric Khiu, Hasti Toossi, Jinyu Liu, Jiaxu Li, David Anugraha, Juan Armando Parra Flores, Leandro Acros Roman, A. Seza Dogruöz, En-Shiun Annie Lee

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects.

David Ifeoluwa Adelani, Hannah Liu, Xiaoyu Shen, Nikita Vassilyev, Jesujoba O. Alabi, Yanke Mao, Haonan Gao, En-Shiun Annie Lee

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Enhancing Taiwanese Hokkien Dual Translation by Exploring and Standardizing of Four Writing Systems.

Bo-Han Lu, Yi-Hsuan Lin, En-Shiun Annie Lee, Richard Tzong-Han Tsai

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Neural Machine Translation for Low-resource Languages: A Survey.

Surangika Ranathunga, En-Shiun Annie Lee, Marjana Prifti Skenduli, Ravi Shekhar, Mehreen Alam, Rishemjit Kaur

ACM Comput. Surv., November, 2023

Leveraging Auxiliary Domain Parallel Data in Intermediate Task Fine-tuning for Low-resource Translation.

Shravan Nayak, Surangika Ranathunga, Sarubi Thillainathan, Rikki Hung, Anthony Rinaldi, Yining Wang, Jonah Mackey, Andrew Ho, En-Shiun Annie Lee

CoRR, 2023

Interpretable Disease Prediction from Clinical Text by Leveraging Pattern Disentanglement.

Malikeh Ehghaghi, Pei-Yuan Zhou, Wendy Yusi Cheng, Sahar Rajabi, Chih-Hao Kuo, En-Shiun Annie Lee

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2023

2022

Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation?

En-Shiun Annie Lee, Sarubi Thillainathan, Shravan Nayak, Surangika Ranathunga, David Ifeoluwa Adelani, Ruisi Su, Arya McCarthy

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Pillars of Program Design and Delivery: A Case Study using Self-Directed, Problem-Based, and Supportive Learning.

En-Shiun Annie Lee, Karthik Kuber, Hashmat Rohian, Sean Woodhead

Proceedings of the SIGCSE '21: The 52nd ACM Technical Symposium on Computer Science Education, 2021

2019

Unsupervised Transfer Learning via BERT Neuron Selection.

Mehrdad Valipour, En-Shiun Annie Lee, Jaime R. Jamacaro, Carolina Bessega

CoRR, 2019

2017

Discovering Protein-DNA Binding Cores by Aligned Pattern Clustering.

En-Shiun Annie Lee, Ho-Yin Antonio Sze-To, Man Hon Wong, Kwong-Sak Leung, Terrence Chi-Kong Lau, Andrew K. C. Wong

IEEE ACM Trans. Comput. Biol. Bioinform., 2017

2016

Partitioning and correlating subgroup characteristics from Aligned Pattern Clusters.

En-Shiun Annie Lee, Fiona J. Whelan, Dawn M. E. Bowdish, Andrew K. C. Wong

Bioinform., 2016

2015

Predicting Protein-protein interaction using co-occurring Aligned Pattern Clusters.

Antonio Sze-To, Sanderz Fung, En-Shiun Annie Lee, Andrew K. C. Wong

Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014

Aligning and Clustering Patterns to Reveal the Protein Functionality of Sequences.

Andrew K. C. Wong, En-Shiun Annie Lee

IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Discovering co-occurring patterns and their biological significance in protein families.

En-Shiun Annie Lee, Sanderz Fung, Ho-Yin Sze-To, Andrew K. C. Wong

BMC Bioinform., 2014

2013

Regrouping of pattern clusters to reveal characteristics of distinct classes and related classes.

Pei-Yuan Zhou, En-Shiun Annie Lee, Andrew K. C. Wong

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Confirming biological significance of co-occurrence clusters of aligned pattern clusters.

En-Shiun Annie Lee, Sanderz Fung, Ho-Yin Sze-To, Andrew K. C. Wong

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Characterizing Amino Acid Variations of Scavenger Receptors by Class Information Gain.

En-Shiun Annie Lee, Fiona J. Whelan, Dawn M. E. Bowdish, Andrew K. C. Wong

Proceedings of the ACM Conference on Bioinformatics, 2013

Classifying Proteins by Amino Acid Variations of Sequential Patterns.

En-Shiun Annie Lee, Andrew K. C. Wong

Proceedings of the ACM Conference on Bioinformatics, 2013

Classifying Proteins by Amino Acid Variations of Sequence Patterns.

En-Shiun Annie Lee

Proceedings of the ACM Conference on Bioinformatics, 2013

Revealing Protein Structures by Co-Occurrence Clustering of Aligned Pattern Clusters.

Sanderz Fung, En-Shiun Annie Lee, Andrew K. C. Wong

Proceedings of the ACM Conference on Bioinformatics, 2013

2012

Discovery of Delta Closed Patterns and Noninduced Patterns from Sequences.

Andrew K. C. Wong, Dennis Zhuang, Gary C. L. Li, En-Shiun Annie Lee

IEEE Trans. Knowl. Data Eng., 2012

Aligning Discovered Patterns from Protein Family Sequences.

En-Shiun Annie Lee, Dennis Zhuang, Andrew K. C. Wong

Proceedings of the Pattern Recognition in Bioinformatics, 2012

Identifying protein binding functionality of protein family sequences by Aligned Pattern clusters.

En-Shiun Annie Lee, Andrew K. C. Wong

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

2011

Synthesizing Aligned Random Pattern Digraphs from protein sequence patterns.

En-Shiun Annie Lee, Andrew K. C. Wong

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

2010

Discovery of Non-induced Patterns from Sequences.

Andrew K. C. Wong, Dennis Zhuang, Gary C. L. Li, En-Shiun Annie Lee

Proceedings of the Pattern Recognition in Bioinformatics, 2010