47 citations · 79 across the 4 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CL2019★ 30 cited
CNM: An Interpretable Complex-valued Network for Matching
Qiuchi Li, Benyou Wang, Massimo Melucci
This paper seeks to model human language by the mathematical framework of quantum physics. With the well-designed mathematical formulations in quantum physics, this framework unifi…
cs.LG2019
Binary Classifier Inspired by Quantum Theory
Prayag Tiwari, Massimo Melucci
Machine Learning (ML) helps us to recognize patterns from raw data. ML is used in numerous domains i.e. biomedical, agricultural, food technology, etc. Despite recent technological…
cs.CL2019★ 47 cited
Semantic Hilbert Space for Text Representation Learning
Benyou Wang, Qiuchi Li, Massimo Melucci +1
Capturing the meaning of sentences has long been a challenging task. Current models tend to apply linear combinations of word features to conduct semantic composition for bigger-gr…