Suman Adhya
Scholar

Suman Adhya

Google Scholar ID: vLumJL8AAAAJ
PhD, IACS
NLPMachine Learning
Citations & Impact
All-time
Citations
35
 
H-index
4
 
i10-index
1
 
Publications
8
 
Co-authors
3
list available
Publications
4 items
Evaluating Negative Sampling Approaches for Neural Topic Models
IEEE Transactions on Artificial Intelligence · 2024
Cited
0
GINopic: Topic Modeling with Graph Isomorphism Network
North American Chapter of the Association for Computational Linguistics · 2024
Cited
2
Resume (English only)
Academic Achievements
  • Papers published in venues such as ACL 2025, NAACL 2024, EACL 2023, ECIR 2023, IEEE Transactions on Artificial Intelligence; Received travel grants like ANRF-International Travel Support, ACM India-IARCS Travel Grant to support participation in international conferences.
Research Experience
  • Involved in multiple research projects during Ph.D., including DTECT for dynamic topic exploration and context tracking, S2WTM for spherical sliced-Wasserstein autoencoder in topic modeling, etc.
Education
  • Ph.D. candidate at the School of Mathematical & Computational Sciences (SMCS) at IACS, Kolkata, under the supervision of Dr. Debarshi Kumar Sanyal, from October 2020 to present.
Background
  • Research Interests: Probabilistic and neural topic modeling in Natural Language Processing (NLP); Focus: Enhancing the quality of topic representations, improving interpretability, and increasing efficiency.
Miscellany
  • Volunteer coordinator at EACL'23; Selected to attend Research Week with Google-2024 and PIC-2024/2025.