Sanath Jayasena

Ananya - a Named-Entity-Recognition (NER) system for Sinhala language

2016

Named-Entity-Recognition (NER) is one of the major tasks under Natural Language Processing, which is widely used in the fields of Computer Science and Computational Linguistics. However, the amount of prior research done on NER for …

Lexicon‐based fine‐tuning of multilingual language models for low‐resource language sentiment analysis

2024 · CAAI Transactions on Intelligence Technology

Abstract Pre‐trained multilingual language models (PMLMs) such as mBERT and XLM‐R have shown good cross‐lingual transferability. However, they are not specifically trained to capture cross‐lingual signals concerning sentiment words. This poses a disadvantage for low‐resource …