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Farhad Akhbardeh

2 accepted papers

2021

Handling Extreme Class Imbalance in Technical Logbook Datasets

ACL 2021long

Technical logbooks are a challenging and under-explored text type in automated event identification. These texts are typically short and written in non-standard yet technical language, posing challenges to off-the-shelf NLP pipelines. The granularity of issue types described in these datasets additi…

Cited by 14SourcePDFScholar
2020

MaintNet: A Collaborative Open-Source Library for Predictive Maintenance Language Resources

COLING 2020system demonstrations

Maintenance record logbooks are an emerging text type in NLP. An important part of them typically consist of free text with many domain specific technical terms, abbreviations, and non-standard spelling and grammar. This poses difficulties for NLP pipelines trained on standard corpora. Analyzing and…