124 citations · 132 across the 4 of their papers we have counts for
6 papers
UniParser: A Unified Log Parser for Heterogeneous Log Data
Yudong Liu, Xu Zhang, Shilin He +9
Logs provide first-hand information for engineers to diagnose failures in large-scale online service systems. Log parsing, which transforms semi-structured raw log messages into st…
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation
Wenxiang Jiao, Xing Wang, Shilin He +3
Large-scale training datasets lie at the core of the recent success of neural machine translation (NMT) models. However, the complex patterns and potential noises in the large-scal…
Assessing the Bilingual Knowledge Learned by Neural Machine Translation Models
Shilin He, Xing Wang, Shuming Shi +2
Machine translation (MT) systems translate text between different languages by automatically learning in-depth knowledge of bilingual lexicons, grammar and semantics from the train…
Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression
Jinyang Liu, Jieming Zhu, Shilin He +3
System logs record detailed runtime information of software systems and are used as the main data source for many tasks around software engineering. As modern software systems are…
Towards Understanding Neural Machine Translation with Word Importance
Shilin He, Zhaopeng Tu, Xing Wang +3
Although neural machine translation (NMT) has advanced the state-of-the-art on various language pairs, the interpretability of NMT remains unsatisfactory. In this work, we propose…
Tools and Benchmarks for Automated Log Parsing
Jieming Zhu, Shilin He, Jinyang Liu +4
Logs are imperative in the development and maintenance process of many software systems. They record detailed runtime information that allows developers and support engineers to mo…