Saswati Dana

Researcher, Research, IBM Research, India

Joined

May 2021

Names

Saswati Dana (Preferred)

Emails

****@in.ibm.com (Confirmed)

Personal Links

Career & Education History

Researcher

Research, IBM Research, India (in.ibm.com)

2018 – Present

Postdoc

Research, Indian Institute of Science, Bangalore (iisc.ac.in)

2015 – 2016

Researcher

R & D, Samsung (samsung.com)

2011 – 2014

PhD student

SERC, Indian Institute of Science, Indian institute of science, Bangalore (iisc.ac.in)

2006 – 2011

Advisors, Relations & Conflicts

PhD Advisor

Soumyendu Raha

Present

Expertise

Deep Learning

2018 – Present

Natural Language Processing

2018 – Present

Question-Answering

2018 – Present

Publications

Training & Label-Free Domain Adaptation in 3D Object Detection for Autonomous Driving
Arjun Singh, Arnab Kumar Mondal, Udit Sharma, Saswati Dana, Prathosh AP, Dinesh Garg, Amith Singhee
- Submitted to ICLR 2026
- Readers: Everyone
A Plug-and-Play Agentic Framework for Text Guided Image Editing
Dibyanayan Bandyopadhyay, Arnab Kumar Mondal, Saswati Dana, Udit Sharma, Prathosh AP, Dinesh Garg, Amith Singhee
- Submitted to ICLR 2026
- Readers: Everyone
Task-Aware Model Merging via Fisher-Weighted Median
Baban Gain, Saswati Dana, Udit Sharma, Arnab Kumar Mondal, Prathosh AP, Dinesh Garg, Amith Singhee
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Constructing Micro Knowledge Graphs from Technical Support Documents
Atul Kumar, Nisha Gupta, Saswati Dana
- CoRR 2025
- Readers: Everyone
Quantum-Resilient Cryptography: A Survey on Classical and Quantum Algorithms
H. A. Sharath, Jayavrinda Vrindavanam, Saswati Dana, S. N. Prasad
- IEEE Access 2025
- Readers: Everyone
Transforming Code Understanding: Clustering-Based Retrieval for Improved Summarization in Domain-Specific Languages
Baban Gain, Dibyanayan Bandyopadhyay, Samrat Mukherjee, Aryan Sahoo, Saswati Dana, Palanivel A. Kodeswaran, Sayandeep Sen, Asif Ekbal, Dinesh Garg
- COLING (Industry) 2025
- Readers: Everyone
Translucent answer predictions in multi-hop reading comprehension
GP Shrivatsa Bhargav, Michael Glass, Dinesh Garg, Shirish Shevade, Saswati Dana, Dinesh Khandelwal, L Venkata Subramaniam, Alfio Gliozzo
- 03 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases
Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos et al. (5 additional authors not shown)
- 2022 (modified: 15 May 2022)
- CoRR 2022
- Readers: Everyone
Zero-shot Entity Linking with Less Data
G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Saswati Dana, Dinesh Garg, Pavan Kapanipathi, Salim Roukos, Alexander G. Gray, L. Venkata Subramaniam
- 2022 (modified: 16 Apr 2023)
- NAACL-HLT (Findings) 2022
- Readers: Everyone
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases
Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos et al. (5 additional authors not shown)
- 2022 (modified: 16 Apr 2023)
- EMNLP (Findings) 2022
- Readers: Everyone

View all 23 publications

Co-Authors

View all 78 co-authors