6 papers
Learning Representations on Logs for AIOps
Pranjal Gupta, Harshit Kumar, Debanjana Kar +3
AI for IT Operations (AIOps) is a powerful platform that Site Reliability Engineers (SREs) use to automate and streamline operational workflows with minimal human intervention. Aut…
Picking Pearl From Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services
Amar Prakash Azad, Supriyo Ghosh, Ajay Gupta +2
Site Reliability Engineers (SREs) play a key role in issue identification and resolution. After an issue is reported, SREs come together in a virtual room (collaboration platform)…
VeeAlign: Multifaceted Context Representation using Dual Attention for Ontology Alignment
Vivek Iyer, Arvind Agarwal, Harshit Kumar
Ontology Alignment is an important research problem applied to various fields such as data integration, data transfer, data preparation, etc. State-of-the-art (SOTA) Ontology Align…
Multifaceted Context Representation using Dual Attention for Ontology Alignment
Vivek Iyer, Arvind Agarwal, Harshit Kumar
Ontology Alignment is an important research problem that finds application in various fields such as data integration, data transfer, data preparation etc. State-of-the-art (SOTA)…
Neural Conversational QA: Learning to Reason v.s. Exploiting Patterns
Nikhil Verma, Abhishek Sharma, Dhiraj Madan +3
Neural Conversational QA tasks like ShARC require systems to answer questions based on the contents of a given passage. On studying recent state-of-the-art models on the ShARCQA ta…
Dialogue Act Sequence Labeling using Hierarchical encoder with CRF
Harshit Kumar, Arvind Agarwal, Riddhiman Dasgupta +2
Dialogue Act recognition associate dialogue acts (i.e., semantic labels) to utterances in a conversation. The problem of associating semantic labels to utterances can be treated as…