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pro vyhledávání: '"Demotte, Piyumal"'
This research provides the first comprehensive analysis of the performance of pre-trained language models for Sinhala text classification. We test on a set of different Sinhala text classification tasks and our analysis shows that out of the pre-trai
Externí odkaz:
http://arxiv.org/abs/2208.07864
Text classification systems based on contextual embeddings are not viable options for many of the low resource languages. On the other hand, recently introduced capsule networks have shown performance in par with these text classification models. Thu
Externí odkaz:
http://arxiv.org/abs/2109.04762
Autor:
Senevirathne, Lahiru, Demotte, Piyumal, Karunanayake, Binod, Munasinghe, Udyogi, Ranathunga, Surangika
Due to the high impact of the fast-evolving fields of machine learning and deep learning, Natural Language Processing (NLP) tasks have further obtained comprehensive performances for highly resourced languages such as English and Chinese. However Sin
Externí odkaz:
http://arxiv.org/abs/2011.07280
Autor:
Mahakalanda, Indra, Demotte, Piyumal, Perera, Indika, Meedeniya, Dulani, Wijesuriya, Wasana, Rodrigo, Lakshman
Publikováno v:
In Application of Machine Learning in Agriculture 2022:131-156
Autor:
Abinaya, S., Ali, Abdelrahman, Anand, Ravi, Ansari, Mohammad Aslam, Bhati, Neha, Chaudhari, Aditya P., Deepthi, S., Demotte, Piyumal, Devi, M.K. Kavitha, Dhingra, Niharika, Divya, N., Fernando, Vishmanthi, Goel, Nikita, Halloluwa, Thilina, Hasan, Md. Zahid, Hettiarachchi, Dilsha, Hossain, Shakhawat, Islam, Sk. Fahmida, Jahan, Roshan, Kapoor, Aashna, Kaur, Sumit, Kegalle, Hiruni, Khan, Mohammad Ayoub, Khan, Rijwan, Khanum, Ahkeela M., Kumaar, G. Suresh, Kumar, Yogesh, Mahakalanda, Indra, Manoharan, S., Meedeniya, Dulani, Mishra, Ritesh K., Mittal, Abhyudaya, Perera, Indika, Pujahari, Rakesh Mohan, Reza Keyvanpour, Mohammad, Rodrigo, Lakshman, Sarvaiya, Jhanvi P., Sharma, Avinash Kumar, Sharma, Moolchand, Sharma, Prerna, Shirzad, Mehrnoush Barani, Tiwari, Aditi, Tripathi, Manish Madhav, Uddin, Mohammad Shorif, Verma, Jai Prakash, Wijesuriya, Wasana, Xia, Chunping, Yadav, Satya Prakash, Zahan, Nusrat
Publikováno v:
In Application of Machine Learning in Agriculture 2022:xiii-xvi