Learning Representations on Logs for AIOps

1 code implementation • 18 Aug 2023 • Pranjal Gupta, Harshit Kumar, Debanjana Kar, Karan Bhukar, Pooja Aggarwal, Prateeti Mohapatra

Automated log analysis is a critical task in AIOps as it provides key insights for SREs to identify and address ongoing faults.

Log Parsing

MuRIL: Multilingual Representations for Indian Languages

1 code implementation • 19 Mar 2021 • Simran Khanuja, Diksha Bansal, Sarvesh Mehtani, Savya Khosla, Atreyee Dey, Balaji Gopalan, Dilip Kumar Margam, Pooja Aggarwal, Rajiv Teja Nagipogu, Shachi Dave, Shruti Gupta, Subhash Chandra Bose Gali, Vish Subramanian, Partha Talukdar

This can be explained by the fact that multilingual language models (LMs) are often trained on 100+ languages together, leading to a small representation of IN languages in their vocabulary and training data.

Semantic Parsing for Technical Support Questions

no code implementations • COLING 2018 • Abhirut Gupta, Anupama Ray, Gargi Dasgupta, Gautam Singh, Pooja Aggarwal, Prateeti Mohapatra

Technical support problems are very complex.

Information Retrieval Retrieval +1