Surangika Ranathunga
- Neural Machine Translation for Low-Resource Languages: A Survey
2021/06/29 by Surangika Ranathunga, Ranathunga, Surangika, En-Shiun Annie Lee +9 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
- Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World
2022/10/16 by Surangika Ranathunga, Nisansa de Silva, Ranathunga, Surangika +1 · 10 citations
Computer Science · #Natural Language Processing Techniques #Authorship Attribution and Profiling #Topic Modeling
- LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
2024/06/24 by Jiangshu Du, Yibo Wang, Du, Jiangshu +75 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel Corpora
2024/02/12 by Surangika Ranathunga, Ranathunga, Surangika, Nisansa de Silva +7 · 2 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies
- Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation
2024/04/05 by Tong Su, Su, Tong, Xin Peng +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Transfer Learning on Transformers for Building Energy Consumption Forecasting -- A Comparative Study
2024/10/18 by Robert Spencer, Spencer, Robert, Surangika Ranathunga +7 · 2 citations
Engineering · #Energy Load and Power Forecasting
- Beyond Vanilla Fine-Tuning: Leveraging Multistage, Multilingual, and Domain-Specific Methods for Low-Resource Machine Translation
2025/03/28 by Sarubi Thillainathan, S. C. Yuan, Thillainathan, Sarubi +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Natural Language Processing Techniques #Topic Modeling
- Evolution of Cooperation in LLM-Agent Societies: A Preliminary Study Using Different Punishment Strategies
2025/04/28 by Kavindu Warnakulasuriya, Warnakulasuriya, Kavindu, Prabhash Dissanayake +11 · 2 citations
Computer Science · Physics and Astronomy · Social Sciences · #FOS: Computer and information sciences #Language and cultural evolution #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Opinion Dynamics and Social Influence
- LKValues: Aligning Large Language Models with Sri Lankan Societal Values
2026/07/22 by Nethmi Muthugala, Supryadi, Surangika Ranathunga +7
#cs.CL