Zobrazeno 1 - 5
of 5
pro vyhledávání: '"Thanapapas Horsuwan"'
Autor:
Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Kasidis Kanwatchara, Boonserm Kijsirikul, Peerapon Vateekul
Publikováno v:
IEEE Access, Vol 12, Pp 34099-34115 (2024)
Meta-learning has been applied to lifelong language learning due to its ability to find an optimal model for efficient adaptation to any learned tasks. Generally, meta lifelong-learning partially stores samples from seen tasks in a memory and selects
Externí odkaz:
https://doaj.org/article/289dbfd7474049c3983689a1b92778fa
Autor:
Kasidis Kanwatchara, Thanapapas Horsuwan, Piyawat Lertvittayakumjorn, Boonserm Kijsirikul, Peerapon Vateekul
Publikováno v:
Computational Linguistics, Vol 48, Iss 4 (2022)
To achieve lifelong language learning, pseudo-rehearsal methods leverage samples generated from a language model to refresh the knowledge of previously learned tasks. Without proper controls, however, these methods could fail to retain the knowledge
Externí odkaz:
https://doaj.org/article/144d323fe8a146849b81ca4f653a6e7a
Autor:
Thanapapas Horsuwan, Kasidis Kanwatchara, Piyawat Lertvittayakumjorn, Peerapon Vateekul, Boonserm Kijsirikul
Publikováno v:
ACL/IJCNLP (1)
Lifelong learning (LL) aims to train a neural network on a stream of tasks while retaining knowledge from previous tasks. However, many prior attempts in NLP still suffer from the catastrophic forgetting issue, where the model completely forgets what
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::036c1adb3095a35ea491c847e4b0ca2a
https://doi.org/10.18653/v1/2021.acl-long.229
https://doi.org/10.18653/v1/2021.acl-long.229
Publikováno v:
Intelligent Information and Database Systems ISBN: 9783030419639
ACIIDS (1)
ACIIDS (1)
The ever-growing volume of data of user-generated content on social media provides a nearly unlimited corpus of unlabeled data even in languages where resources are scarce. In this paper, we demonstrate that state-of-the-art results on two Thai socia
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::57f2b959c628f4e9703ce450545390d4
https://doi.org/10.1007/978-3-030-41964-6_6
https://doi.org/10.1007/978-3-030-41964-6_6
Autor:
Thanapapas Horsuwan, Chaodit Aswakul
Publikováno v:
SUMO
Bangkok is notorious for its chronic traffic congestion due to the rapid urbanization and the haphazard city plan. The Sathorn Road network area stands to be one of the most critical areas where gridlocks are a normal occurrence during rush hours. Th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::226d74dc79c68156e0ce4aeb5506a436
https://doi.org/10.29007/bdgn
https://doi.org/10.29007/bdgn