Pooja Aggarwal

4 papers · 2018–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 👥 Mega-Team · Squad

Venues

AAAI (2) COLING (1) ICML (1)

Top co-authors

Prateeti Mohapatra (3) Gargi Dasgupta (2) Ruchi Mahindru (2) Amit Paradkar (2) Anupama Ray (2) Suranjana Samanta (2) Ting Dai (2) Debanjana Kar (2) Oishik Chatterjee (2) Saki Takano (1)

Research topics

Artificial Intelligence (2) Natural Language Processing (2) Applications (2) Core AI (2) Understanding (2) Machine Learning (1) Core Methods (1)

Keywords

site reliability engineering (2) technical support (2) semantic parsing (1) code generation (1) coreference resolution (1) question understanding (1) natural language understanding (1) ai agent (1) conditional random field (1) script generation (1) large language model (1) question quality improvement (1) deep parsing (1) ontology extraction (1) technical support domain (1) benchmarking (1) compliance and security operations (1) finops (1) information extraction (1) it automation (1)

Papers

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 Question Quality Improvement: Deep Question Understanding for Incident Management in Technical Support Domain AAAI 2020 Semantic Parsing for Technical Support Questions COLING 2018