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07/03/2023
ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection
Anomaly detection in multivariate time series data is of paramount impor...
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06/04/2023
ROME: Testing Image Captioning Systems via Recursive Object Melting
Image captioning (IC) systems aim to generate a text description of the ...
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05/29/2023
Assess and Summarize: Improve Outage Understanding with Large Language Models
Cloud systems have become increasingly popular in recent years due to th...
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04/22/2023
Did We Miss Something Important? Studying and Exploring Variable-Aware Log Abstraction
Due to the sheer size of software logs, developers rely on automated tec...
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02/19/2023
Incident-aware Duplicate Ticket Aggregation for Cloud Systems
In cloud systems, incidents are potential threats to customer satisfacti...
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02/14/2022
UniParser: A Unified Log Parser for Heterogeneous Log Data
Logs provide first-hand information for engineers to diagnose failures i...
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10/24/2020
Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation
Non-Autoregressive machine Translation (NAT) models have demonstrated si...
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10/06/2020
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation
Large-scale training datasets lie at the core of the recent success of n...
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09/15/2020
A Survey on Automated Log Analysis for Reliability Engineering
Logs are semi-structured text generated by logging statements in softwar...
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08/14/2020
Loghub: A Large Collection of System Log Datasets towards Automated Log Analytics
Logs have been widely adopted in software system development and mainten...
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04/28/2020
Assessing the Bilingual Knowledge Learned by Neural Machine Translation Models
Machine translation (MT) systems translate text between different langua...
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09/24/2019
Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression
System logs record detailed runtime information of software systems and ...
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09/01/2019
Towards Understanding Neural Machine Translation with Word Importance
Although neural machine translation (NMT) has advanced the state-of-the-...
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11/08/2018