3 papers
cs.SC2026
Learning Fast Monomial Orders for Gröbner Basis Computations
R. Caleb Bunch, Alperen A. Ergür, Melika Golestani +3
The efficiency of Gröbner basis computation, the standard engine for solving systems of polynomial equations, depends on the choice of monomial ordering. Despite a near-continuum o…
cs.CL2022
Pruned Graph Neural Network for Short Story Ordering
Melika Golestani, Zeinab Borhanifard, Farnaz Tahmasebian +1
Text coherence is a fundamental problem in natural language generation and understanding. Organizing sentences into an order that maximizes coherence is known as sentence ordering.…
cs.CL2021
Using BERT Encoding and Sentence-Level Language Model for Sentence Ordering
Melika Golestani, Seyedeh Zahra Razavi, Zeinab Borhanifard +2
Discovering the logical sequence of events is one of the cornerstones in Natural Language Understanding. One approach to learn the sequence of events is to study the order of sente…