Surangika Ranathunga
University of Moratuwa
H-index: 15
Asia-Sri Lanka
Top articles of Surangika Ranathunga
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Harnessing the power of LLMs for normative reasoning in MASs | Bastin Tony Roy Savarimuthu Surangika Ranathunga Stephen Cranefield | 2024 | |
Automating research synthesis with domain-specific large language model fine-tuning | arXiv preprint arXiv:2404.08680 | Teo Susnjak Peter Hwang Napoleon H Reyes Andre LC Barczak Timothy R McIntosh | 2024/4/8 |
AdapterFusion-based multi-task learning for code-mixed and code-switched text classification | Engineering Applications of Artificial Intelligence | Himashi Rathnayake Janani Sumanapala Raveesha Rukshani Surangika Ranathunga | 2024/1/1 |
Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation | arXiv preprint arXiv:2404.04212 | Tong Su Xin Peng Sarubi Thillainathan David Guzmán Surangika Ranathunga | 2024/4/5 |
Lexicon‐based fine‐tuning of multilingual language models for low‐resource language sentiment analysis | CAAI Transactions on Intelligence Technology | Vinura Dhananjaya Surangika Ranathunga Sanath Jayasena | 2024/4/1 |
Norm Violation Detection in Multi-Agent Systems using Large Language Models: A Pilot Study | arXiv preprint arXiv:2403.16517 | Shawn He Surangika Ranathunga Stephen Cranefield Bastin Tony Roy Savarimuthu | 2024/3/25 |
Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel Corpora | S Ranathunga N de Silva M Velayuthan A Fernando C & Rathnayake | 2024 | |
Use of Prompt-Based Learning for Code-Mixed and Code-Switched Text Classification | Pasindu Udawatta Indunil Udayangana Chathulanka Gamage Ravi Shekhar Surangika Ranathunga | 2024/4/15 | |
Leveraging auxiliary domain parallel data in intermediate task fine-tuning for low-resource translation | arXiv preprint arXiv:2306.01382 | Shravan Nayak Surangika Ranathunga Sarubi Thillainathan Rikki Hung Anthony Rinaldi | 2023/6/2 |
Neural machine translation for low-resource languages: A survey | Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop | Sree Harsha Ramesh Krishna Prasad Sankaranarayanan | 2018 |
Exploiting bilingual lexicons to improve multilingual embedding-based document and sentence alignment for low-resource languages | Knowledge and Information Systems | Aloka Fernando Surangika Ranathunga Dilan Sachintha Lakmali Piyarathna Charith Rajitha | 2023/2 |
vue4logs--Automatic Structuring of Heterogeneous Computer System Logs | arXiv preprint arXiv:2202.07504 | Isuru Boyagane Oshadha Katulanda Surangika Ranathunga Srinath Perera | 2022/2/14 |
Proceedings of the The Sixth Widening NLP Workshop (WiNLP) | Shaily Bhatt Sunipa Dev Bonaventure Dossou Tirthankar Ghosal Hatem Haddad | 2022/12 | |
BERTifying Sinhala--A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification | arXiv preprint arXiv:2208.07864 | Vinura Dhananjaya Piyumal Demotte Surangika Ranathunga Sanath Jayasena | 2022/8/16 |
Aspect Detection in Sportswear Apparel Reviews for Opinion Mining | Sampath Rajapaksha Surangika Ranathunga | 2022/7/27 | |
Some languages are more equal than others: Probing deeper into the linguistic disparity in the nlp world | Surangika Ranathunga Nisansa de Silva | 2022 | |
Math word problem generation with multilingual language models | Kashyapa Niyarepola Dineth Athapaththu Savindu Ekanayake Surangika Ranathunga | 2022/7 | |
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 | 2022 | |
Dataset and Baseline for Automatic Student Feedback Analysis | Missaka Herath Kushan Chamindu Hashan Maduwantha Surangika Ranathunga | 2022/6 | |
Adapter-based fine-tuning of pre-trained multilingual language models for code-mixed and code-switched text classification | Knowledge and Information Systems | Himashi Rathnayake Janani Sumanapala Raveesha Rukshani Surangika Ranathunga | 2022 |
