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Surangika Ranathunga

Hennie

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

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Mar 28, 2025
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A Framework to Assess Multilingual Vulnerabilities of LLMs

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Mar 17, 2025
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Improving the quality of Web-mined Parallel Corpora of Low-Resource Languages using Debiasing Heuristics

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Feb 26, 2025
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Linguistic Entity Masking to Improve Cross-Lingual Representation of Multilingual Language Models for Low-Resource Languages

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Jan 10, 2025
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Sinhala Transliteration: A Comparative Analysis Between Rule-based and Seq2Seq Approaches

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Dec 31, 2024
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Unsupervised Bilingual Lexicon Induction for Low Resource Languages

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Dec 22, 2024
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Large Language Models for Ingredient Substitution in Food Recipes using Supervised Fine-tuning and Direct Preference Optimization

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Dec 06, 2024
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A Multi-way Parallel Named Entity Annotated Corpus for English, Tamil and Sinhala

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Dec 03, 2024
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SiTSE: Sinhala Text Simplification Dataset and Evaluation

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Dec 02, 2024
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Transfer Learning on Transformers for Building Energy Consumption Forecasting -- A Comparative Study

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Oct 18, 2024
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