4 papers
LegalSeg: Unlocking the Structure of Indian Legal Judgments Through Rhetorical Role Classification
Shubham Kumar Nigam, Tanmay Dubey, Govind Sharma +3
In this paper, we address the task of semantic segmentation of legal documents through rhetorical role classification, with a focus on Indian legal judgments. We introduce LegalSeg…
Higher-Order Relations Skew Link Prediction in Graphs
Govind Sharma, Aditya Challa, Paarth Gupta +1
The problem of link prediction is of active interest. The main approach to solving the link prediction problem is based on heuristics such as Common Neighbors (CN) -- more number o…
Love tHy Neighbour: Remeasuring Local Structural Node Similarity in Hypergraph-Derived Networks
Govind Sharma, Paarth Gupta, M. Narasihma Murty
The problem of node-similarity in networks has motivated a plethora of such measures between node-pairs, which make use of the underlying graph structure. However, higher-order rel…
The CAT SET on the MAT: Cross Attention for Set Matching in Bipartite Hypergraphs
Govind Sharma, Swyam Prakash Singh, V. Susheela Devi +1
Usual relations between entities could be captured using graphs; but those of a higher-order -- more so between two different types of entities (which we term "left" and "right") -…