Prateeti Mohapatra
9 papers · 2018–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (7) π Conference Polyglot (3) π Renaissance Researcher (7) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
π§
Keyword Pioneer
π₯
Mega-Team
(40)
Conferences
AAAI (7)
COLING (1)
ICML (1)
Top co-authors
Keywords
information extraction
(3)
large language model
(3)
site reliability engineering
(2)
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
Scalable and Efficient Large-Scale Log Analysis with LLMs: An IT Software Support Case Study
AAAI 2026
NOVAID: Natural-language Observability Visualization Assistant for ITOps Dashboard Widget Generation
AAAI 2026
ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement
AAAI 2025
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
ICML 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 Engineersβ Conversations in Hybrid Cloud Operations
AAAI 2021
Semantic Parsing for Technical Support Questions
COLING 2018