no code implementations • 23 Feb 2024 • Jiawei Zheng, Hanghai Hong, Xiaoli Wang, Jingsong Su, Yonggui Liang, Shikai Wu
Second, LLMs with fine-tuning on domain-specific data often require high training costs for domain adaptation, and may weaken the zero-shot MT capabilities of LLMs due to over-specialization.
1 code implementation • 9 Sep 2022 • Jiawei Zheng, Petros Papapanagiotou, Jacques D. Fleuriot
However, this data is typically characterised by noise and uncertainty, in contrast to the assumption of a deterministic event log required by conformance checking algorithms.
2 code implementations • NeurIPS 2019 • Qianli Ma, Jiawei Zheng, Sen Li, Gary W. Cottrell
When applying seq2seq to time series clustering, obtaining a representation that effectively represents the temporal dynamics of the sequence, multi-scale features, and good clustering properties remains a challenge.