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08/18/2023
An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software
The exponential growth of social media platforms has brought about a rev...
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08/18/2023
AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection
The rapid progress of modern computing systems has led to a growing inte...
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08/14/2023
Hue: A User-Adaptive Parser for Hybrid Logs
Log parsing, which extracts log templates from semi-structured logs and ...
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08/14/2023
Automated Testing and Improvement of Named Entity Recognition Systems
Named entity recognition (NER) systems have seen rapid progress in recen...
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08/12/2023
GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher
Safety lies at the core of the development of Large Language Models (LLM...
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07/19/2023
Prompting for Automatic Log Template Extraction
Log parsing, the initial and vital stage in automated log analysis, invo...
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07/12/2023
Exploring the Effectiveness of LLMs in Automated Logging Generation: An Empirical Study
Automated logging statement generation techniques facilitate developers ...
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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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05/23/2023
Validating Multimedia Content Moderation Software via Semantic Fusion
The exponential growth of social media platforms, such as Facebook and T...
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05/21/2023
BiasAsker: Measuring the Bias in Conversational AI System
Powered by advanced Artificial Intelligence (AI) techniques, conversatio...
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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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02/11/2023
MTTM: Metamorphic Testing for Textual Content Moderation Software
The exponential growth of social media platforms such as Twitter and Fac...
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06/14/2022
Automated Testing of Image Captioning Systems
Image captioning (IC) systems, which automatically generate a text descr...
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05/13/2022
AEON: A Method for Automatic Evaluation of NLP Test Cases
Due to the labor-intensive nature of manual test oracle construction, va...
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10/07/2020
Empirical Standards for Software Engineering Research
Empirical Standards are natural-language models of a scientific communit...
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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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04/22/2020
Testing Machine Translation via Referential Transparency
Machine translation software has seen rapid progress in recent years due...
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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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07/19/2019
Structure-Invariant Testing for Machine Translation
In recent years, machine translation software has increasingly been inte...
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11/08/2018
Tools and Benchmarks for Automated Log Parsing
Logs are imperative in the development and maintenance process of many s...
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07/06/2018
Testing Untestable Neural Machine Translation: An Industrial Case
Neural Machine Translation (NMT) has been widely adopted recently due to...
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06/12/2018
A Directed Acyclic Graph Approach to Online Log Parsing
Logs are widely used in modern software system management because they a...
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11/26/2017