Jul 20, 2022 · To uncover the domain-general LM, we propose to identify domain-general parameters by playing lottery tickets (dubbed doge tickets).
Sep 24, 2022 · To uncover the domain-general LM, we propose to identify domain-general parameters by playing lottery tickets (dubbed doge tickets).
It is posited for the first time that domain-general parameters can underpin a domain- general LM that can be derived from the original LM, and results show ...
Domain generalization tends to learn a robust predictive function from to achieve minimum prediction error on an unseen test domain.
To uncover the domain-general LM, we propose to identify domain-general parameters by playing lottery tickets (dubbed doge tickets). In order to intervene the ...
To uncover the domain-general LM, we propose to identify domain-general parameters by playing lottery tickets (dubbed doge tickets). In order to intervene the ...
Jul 20, 2022 · To uncover the domain-general LM, we propose to identify domain-general parameters by playing lottery tickets (dubbed doge tickets). In order to ...
Sep 19, 2022 · To uncover the domain-general LM, we have proposed to iden- tify domain-general parameters by playing lottery tickets under the vision of our ...
Doge Tickets: Uncovering Domain-general Language Models ...
39.105.183.104 › view › doge_tickets_u...
过度参数化的模型，通常是预训练的语言模型（LMS），由于其小的学习偏见，具有吸引人的表现力。但是，LMS的巨大学习能力也会导致较大的学习差异。在一项试点研究中，我们发现， ...
Here, we study the over-parameterization of VLP models via the lens of lot- tery ticket hypothesis, a popular concept in deep learning nowadays, but not ...
Missing: Doge | Show results with:Doge