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pro vyhledávání: '"Rad, Mohammad"'
Nowadays, the usage of Large Language Models (LLMs) has increased, and LLMs have been used to generate texts in different languages and for different tasks. Additionally, due to the participation of remarkable companies such as Google and OpenAI, LLM
Externí odkaz:
http://arxiv.org/abs/2402.14838
Dialogue state tracking (DST) plays an important role in task-oriented dialogue systems. However, collecting a large amount of turn-by-turn annotated dialogue data is costly and inefficient. In this paper, we propose a novel turn-level active learnin
Externí odkaz:
http://arxiv.org/abs/2310.14513
Continual learning (CL) is a paradigm that aims to replicate the human ability to learn and accumulate knowledge continually without forgetting previous knowledge and transferring it to new tasks. Recent instruction tuning (IT) involves fine-tuning m
Externí odkaz:
http://arxiv.org/abs/2310.14510
Although large language models (LLMs) are impressive in solving various tasks, they can quickly be outdated after deployment. Maintaining their up-to-date status is a pressing concern in the current era. This paper provides a comprehensive review of
Externí odkaz:
http://arxiv.org/abs/2310.07343
This work considers the problem of heterogeneous graph-level anomaly detection. Heterogeneous graphs are commonly used to represent behaviours between different types of entities in complex industrial systems for capturing as much information about t
Externí odkaz:
http://arxiv.org/abs/2308.14340
Autor:
Hasan, Mehedi, Hasan, Gazi Mahamud, Ghorbani, Houman, Rad, Mohammad, Liu, Peng, Bernier, Eric, Hall, Trevor
Up-to-date network telemetry is the key enabler for resource optimization by capacity scaling, fault recovery, and network reconfiguration among other means. Reliable optical performance monitoring in general and, specifically, the monitoring of the
Externí odkaz:
http://arxiv.org/abs/2301.06653
Autor:
Tavan, Saber1 (AUTHOR), Rad, Mohammad Jahangiri1 (AUTHOR) jahangir@iaut.ac.ir, Shamloo, Ali Salimi2 (AUTHOR), Mahmoudi, Yaghoub1 (AUTHOR), Pawluszewicz, Ewa (AUTHOR)
Publikováno v:
Discrete Dynamics in Nature & Society. 10/17/2024, Vol. 2024, p1-16. 16p.