10 papers
Automatic Generation of Titles for Research Papers Using Language Models
Tohida Rehman, Debarshi Kumar Sanyal, Samiran Chattopadhyay
The title of a research paper conveys its primary idea and, occasionally, its conclusions in a clear and concise manner. Choosing an appropriate title is often challenging, and aut…
Overview of the SciHigh Track at FIRE 2025: Research Highlight Generation from Scientific Papers
Tohida Rehman, Debarshi Kumar Sanyal, Samiran Chattopadhyay
`SciHigh: Research Highlight Generation from Scientific Papers' focuses on the task of automatically generating concise, informative, and meaningful bullet-point highlights directl…
TaxoAlign: Scholarly Taxonomy Generation Using Language Models
Avishek Lahiri, Yufang Hou, Debarshi Kumar Sanyal
Taxonomies play a crucial role in helping researchers structure and navigate knowledge in a hierarchical manner. They also form an important part in the creation of comprehensive l…
S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling
Suman Adhya, Debarshi Kumar Sanyal
Modeling latent representations in a hyperspherical space has proven effective for capturing directional similarities in high-dimensional text data, benefiting topic modeling. Vari…
DTECT: Dynamic Topic Explorer & Context Tracker
Suman Adhya, Debarshi Kumar Sanyal
The explosive growth of textual data over time presents a significant challenge in uncovering evolving themes and trends. Existing dynamic topic modeling techniques, while powerful…
Comparative Analysis of Abstractive Summarization Models for Clinical Radiology Reports
Anindita Bhattacharya, Tohida Rehman, Debarshi Kumar Sanyal +1
The findings section of a radiology report is often detailed and lengthy, whereas the impression section is comparatively more compact and captures key diagnostic conclusions. This…