Debanjana Kar

According to our database, Debanjana Kar authored at least 14 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks.

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

CoRR, February, 2025

LogAn: An LLM-Based Log Analytics Tool with Causal Inferencing.

Pranjal Gupta, Karan Bhukar, Harshit Kumar, Seema Nagar, Prateeti Mohapatra, Debanjana Kar

Proceedings of the Companion of the 16th ACM/SPEC International Conference on Performance Engineering, 2025

Few-Shot Learning for Structure Extraction from Heterogeneous Log Data.

Pranjal Gupta, Debanjana Kar, Harshit Kumar, Prateeti Mohapatra, Pooja Aggarwal

Proceedings of the 17th International Conference on COMmunication Systems and NETworks, 2025

ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement.

Pooja Aggarwal, Oishik Chatterjee, Ting Dai, Suranjana Samanta, Prateeti Mohapatra, Debanjana Kar, Ruchi Mahindru, Steve Barbieri, Eugen Postea, Brad Blancett, Arthur De Magalhaes

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Decoding Logs for Automatic Metric Identification.

Pranjal Gupta, Prateeti Mohapatra, Debanjana Kar, Seema Nagar, Jae-wook Ahn, Amit M. Paradkar, Mudhakar Srivatsa

Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

2023

Learning Representations on Logs for AIOps.

Pranjal Gupta, Harshit Kumar, Debanjana Kar, Karan Bhukar, Pooja Aggarwal, Prateeti Mohapatra

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022

Metadata-based retrieval for resolution recommendation in AIOps.

Harshit Kumar, Ruchi Mahindru, Debanjana Kar

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

ArgGen: Prompting Text Generation Models for Document-Level Event-Argument Aggregation.

Debanjana Kar, Sudeshna Sarkar, Pawan Goyal

Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

Building Golden Signal Based Signatures for Log Anomaly Detection.

Seema Nagar, Suranjana Samanta, Prateeti Mohapatra, Debanjana Kar

Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021

ArgFuse: A Weakly-Supervised Framework for Document-Level Event Argument Aggregation.

Debanjana Kar, Sudeshna Sarkar, Pawan Goyal

CoRR, 2021

Meta-context Transformers for Domain-Specific Response Generation.

Debanjana Kar, Suranjana Samanta, Amar Prakash Azad

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

2020

No Rumours Please! A Multi-Indic-Lingual Approach for COVID Fake-Tweet Detection.

Debanjana Kar, Mohit Bhardwaj, Suranjana Samanta, Amar Prakash Azad

CoRR, 2020

Event Argument Extraction using Causal Knowledge Structures.

Debanjana Kar, Sudeshna Sarkar, Pawan Goyal

Proceedings of the 17th International Conference on Natural Language Processing, 2020

2016

RSentiment: A Tool to Extract Meaningful Insights from Textual Reviews.

Subhasree Bose, Urmi Saha, Debanjana Kar, Saptarsi Goswami, Amlan Kusum Nayak, Satyajit Chakrabarti

Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2016