Neural disentanglement of query difficulty and semantics

Sara Salamat, Negar Arabzadeh, Shirin Seyedsalehi, Amin Bigdeli, Morteza Zihayat, Ebrahim Bagheri
January 2023

Abstract

This paper presents neural disentanglement approaches for separating query difficulty and semantics, improving query understanding and processing.

Type
Conference paper
Publication
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management

This work applies neural disentanglement to separate query difficulty from semantics.

Neural Disentanglement Query Difficulty Query Semantics Deep Learning Information Retrieval
Morteza Zihayat
Morteza Zihayat
Principal Investigator

Dr. Morteza Zihayat is an Assistant Professor in the School of Information Technology Management at Toronto Metropolitan University and the Director of the Human-Centered Machine Intelligence Lab.