Prateeti Mohapatra
9 papers · 2018–2026 · 3 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (23) 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 👥 Mega-Team · Squad
🌈
Renaissance Researcher
(5)
📈
Trend Setter
Venues
Top co-authors
Research topics
Natural Language Processing
(6)
Applications · Natural Language Processing
(6)
Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Speech & Audio
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Keywords
information extraction
(3)
site reliability engineering
(3)
large language model
(3)
semantic parsing
(2)
text classification
(1)
text mining
(1)
domain adaptation
(1)
language model fine-tuning
(1)
natural language processing
(1)
information retrieval
(1)
data visualization
(1)
code generation
(1)
deep learning
(1)
time series forecasting
(1)
foundation model
(1)
question answering
(1)
feature interaction
(1)
pre-trained language model
(1)
multivariate time series
(1)
ensemble learning
(1)
Papers
NOVAID: Natural-language Observability Visualization Assistant for ITOps Dashboard Widget Generation
AAAI 2026
Scalable and Efficient Large-Scale Log Analysis with LLMs: An IT Software Support Case Study
AAAI 2026
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
ICML 2025
ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement
AAAI 2025
A Framework for Mining Speech-to-Text Transcripts of the Customer for Automated Problem Remediation
AAAI 2024
AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data
AAAI 2024
Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services
AAAI 2022
Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers’ Conversations in Hybrid Cloud Operations
AAAI 2021
Semantic Parsing for Technical Support Questions
COLING 2018