Search Results for author: Jiawei Zheng

Found 3 papers, 2 papers with code

Fine-tuning Large Language Models for Domain-specific Machine Translation

no code implementations23 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.

Domain Adaptation In-Context Learning +2

Alignment-based conformance checking over probabilistic events

1 code implementation9 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.

Activity Recognition

Learning Representations for Time Series Clustering

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.

Anomaly Detection Clustering +4

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