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Avi Caciularu

Computer Science PhD Student

Bar-Ilan University

 

I’m a Ph.D. student in the Department of Computer Science at Bar-Ilan University, advised by Prof. Ido Dagan and Prof. Jacob Goldberger. Prior to that, I received my M.Sc in Electrical Engineering, under the supervision of Prof. David Burshtein, and my B.Sc in Computer Science and Electrical Engineering, both from Tel-Aviv University.

My research interests include topics in deep representation learning and their applications for natural language processing, information and coding theory, and recommender systems.

Email: avi (dot) c33 (at) gmail.com

Publications

* Denotes equal contribution.

Within-Between Lexical Relation Classification
Paraphrasing vs Coreferring: Two Sides of the Same Coin
RecoBERT: A Catalog Language Model for Text-Based Recommendations
Cold Item Recommendations via Hierarchical Item2vec
Explainable Recommendations via Attentive Multi-Persona Collaborative Filtering
Attentive Item2vec: Neural Attentive User Representations
Bayesian Hierarchical Words Representation Learning
Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding
perm2vec: Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention
ARPM: Additive, Retentive Penalty Method for Multidimensional NILM Algorithms
Blind Channel Equalization Using Variational Autoencoders
Inducing Regular Grammars Using Recurrent Neural Networks