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ORCIDPooja Aggarwal
- > Home > Persons > Pooja Aggarwal
Publications
- 2025
[c36]Pooja Aggarwal, Oishik Chatterjee, Ting Dai, Suranjana Samanta, Prateeti Mohapatra, Debanjana Kar, Ruchi Mahindru, Steve Barbieri, Eugen Postea, Brad Blancett, Arthur De Magalhaes:
ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement. AAAI 2025: 28829-28835- [c35]Pranjal Gupta, Debanjana Kar, Harshit Kumar, Prateeti Mohapatra, Pooja Aggarwal:
Few-Shot Learning for Structure Extraction from Heterogeneous Log Data. COMSNETS 2025: 694-702 - [i9]Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya, Mudit Verma, Harshit Kumar, Hirokuni Kitahara, Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu, Bekir O. Turkkan, Gerard Vanloo, Michael Nidd, Ting Dai, Oishik Chatterjee, Pranjal Gupta, Suranjana Samanta, Pooja Aggarwal, Rong Lee, Pavankumar Murali, Jae-wook Ahn, Debanjana Kar, Ameet Rahane, Carlos Fonseca, Amit M. Paradkar, Yu Deng, Pratibha Moogi, Prateeti Mohapatra, Naoki Abe, Chandrasekhar Narayanaswami, Tianyin Xu, Lav R. Varshney, Ruchi Mahindru, Anca Sailer, Laura Shwartz, Daby Sow, Nicholas C. Fuller, Ruchir Puri:
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks. CoRR abs/2502.05352 (2025) - 2024
- [c33]Pooja Aggarwal, Oishik Chatterjee, Ting Dai, Prateeti Mohapatra, Brent Paulovicks, Brad Blancett, Arthur De Magalhaes:
CodeSift: An LLM-Based Reference-Less Framework for Automatic Code Validation. CLOUD 2024: 404-410 - [c31]Oishik Chatterjee
, Pooja Aggarwal, Prateeti Mohapatra:
Alert Suppression with Fine-Grained and Coarse-Grained Feedback based Active Learning. COMAD/CODS (December) 2024: 229-233 - [i8]Pooja Aggarwal, Oishik Chatterjee, Ting Dai, Prateeti Mohapatra, Brent Paulovicks, Brad Blancett, Arthur De Magalhaes:
CodeSift: An LLM-Based Reference-Less Framework for Automatic Code Validation. CoRR abs/2408.15630 (2024) - [i7]Oishik Chatterjee, Pooja Aggarwal, Suranjana Samanta, Ting Dai, Prateeti Mohapatra, Debanjana Kar, Ruchi Mahindru, Steve Barbieri, Eugen Postea, Brad Blancett, Arthur De Magalhaes:
ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement. CoRR abs/2409.17166 (2024) - 2023
- [c27]Pranjal Gupta, Harshit Kumar, Debanjana Kar, Karan Bhukar, Pooja Aggarwal, Prateeti Mohapatra:
Learning Representations on Logs for AIOps. CLOUD 2023: 155-166 - [i5]Pranjal Gupta, Harshit Kumar, Debanjana Kar, Karan Bhukar, Pooja Aggarwal, Prateeti Mohapatra:
Learning Representations on Logs for AIOps. CoRR abs/2308.11526 (2023) - 2021
- [c24]Pooja Aggarwal, Seema Nagar, Ajay Gupta, Larisa Shwartz, Prateeti Mohapatra, Qing Wang, Amit M. Paradkar, Atri Mandal:
Causal Modeling based Fault Localization in Cloud Systems using Golden Signals. CLOUD 2021: 124-135 - [c21]Vijay Arya, Karthikeyan Shanmugam, Pooja Aggarwal, Qing Wang, Prateeti Mohapatra, Seema Nagar:
Evaluation of Causal Inference Techniques for AIOps. COMAD/CODS 2021: 188-192 - [c20]Pooja Aggarwal, Sahil Bansal, Prateeti Mohapatra, Atul Kumar:
Mining Domain-specific Component-Action Links for Technical Support Documents. COMAD/CODS 2021: 323-331 - 2020
- [c16]Pooja Aggarwal, Ajay Gupta, Prateeti Mohapatra, Seema Nagar, Atri Mandal, Qing Wang, Amit M. Paradkar:
Localization of Operational Faults in Cloud Applications by Mining Causal Dependencies in Logs Using Golden Signals. ICSOC Workshops 2020: 137-149 - 2018
- [c13]Abhirut Gupta, Anupama Ray, Gargi Dasgupta, Gautam Singh, Pooja Aggarwal, Prateeti Mohapatra:
Semantic Parsing for Technical Support Questions. COLING 2018: 3251-3259 - [c12]Amol Dumrewal, Anwesh Basu, Shubham Atreja, Prateeti Mohapatra, Pooja Aggarwal, Gargi Banerjee Dasgupta:
Citicafe: conversation-based intelligent platform for citizen engagement. COMAD/CODS 2018: 180-189 - [c9]Prateeti Mohapatra, Yu Deng, Abhirut Gupta, Gargi Dasgupta, Amit M. Paradkar, Ruchi Mahindru, Daniela Rosu, Shu Tao, Pooja Aggarwal:
Domain Knowledge Driven Key Term Extraction for IT Services. ICSOC 2018: 489-504 - [c8]Shubham Atreja, Pooja Aggarwal, Prateeti Mohapatra, Amol Dumrewal, Anwesh Basu, Gargi Banerjee Dasgupta:
Citicafe: An Interactive Interface for Citizen Engagement. IUI 2018: 617-628 - 2016
- [c5]Abhirut Gupta, Arjun R. Akula, Gargi Dasgupta, Pooja Aggarwal, Prateeti Mohapatra:
Desire: Deep Semantic Understanding and Retrieval for Technical Support Services. ICSOC Workshops 2016: 207-210
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