‪Avi Caciularu‬‏

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Ido DaganProfessor, Computer Science Department, Bar-Ilan UniversityVerified email at cs.biu.ac.il
Jacob GoldbergerProf. of Elec. Engineering, Bar-Ilan University, IsraelVerified email at biu.ac.il
Mor GevaTel Aviv University, Google ResearchVerified email at tauex.tau.ac.il
Arman CohanYale University; Allen Institute for AIVerified email at allenai.org
Yoav GoldbergProfessor, Bar Ilan University. Research Director, AI2-IsraelVerified email at cs.biu.ac.il
Idan RejwanTel Aviv UniversityVerified email at mail.tau.ac.il
Matthew E PetersSpiffy AI, Allen Institute for Artificial IntelligenceVerified email at allenai.org
omer goldmanPhD student - Bar Ilan UniversityVerified email at mail.tau.ac.il
david burshteinProfessor of Electrical Engineering, Tel-Aviv UniversityVerified email at eng.tau.ac.il
Eran HirschBar-Ilan UniversityVerified email at biu.ac.il
Ori ErnstPh.D candidate deep learning researcher Bar Ilan UniversityVerified email at biu.ac.il
Ori ShapiraAmazonVerified email at amazon.com
Ramakanth PasunuruFAIR at MetaVerified email at fb.com
Mohit BansalParker Distinguished Professor, Computer Science, UNC Chapel HillVerified email at cs.unc.edu
Iz BeltagyAllen Institute for Artificial IntelligenceVerified email at beltagy.net
Alon JacoviBar Ilan UniversityVerified email at macs.biu.ac.il
Yair Be'eryProfessor of Electrical Engineering, Tel Aviv UniversityVerified email at eng.tau.ac.il
Vered ShwartzUniversity of British ColumbiaVerified email at cs.ubc.ca
Shauli RavfogelPhD student, Bar-Ilan UniversityVerified email at macs.biu.ac.il
Valentina PyatkinAllen Institute for AI & UWVerified email at allenai.org

‪Avi Caciularu‬‏

Research Scientist, Google

Verified email at google.com - Homepage

Natural Language Processing Machine Learning Signal Processing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space M Geva, A Caciularu, KR Wang, Y Goldberg EMNLP 2022, 2022	136	2022
CDLM: Cross-document language modeling A Caciularu, A Cohan, I Beltagy, ME Peters, A Cattan, I Dagan EMNLP 2021 (Findings), 2021	70*	2021
Blind Channel Equalization using Variational Autoencoders A Caciularu, D Burshtein ICC 2018, 2018	66	2018
Unsupervised linear and nonlinear channel equalization and decoding using variational autoencoders A Caciularu, D Burshtein IEEE Transactions on Cognitive Communications and Networking, 2020	50	2020
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks A Jacovi, A Caciularu, O Goldman, Y Goldberg EMNLP 2023, 2023	39	2023
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding O Barkan, N Razin, I Malkiel, O Katz, A Caciularu, N Koenigstein AAAI 2020, 2019	38	2019
Explainable Recommendations via Attentive Multi-Persona Collaborative Filtering O Barkan, Y Fuchs, A Caciularu, N Koenigstein RecSys 2020, 2020	32	2020
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models M Geva, A Caciularu, G Dar, P Roit, S Sadde, M Shlain, B Tamir, ... EMNLP 2022 (System Demonstration), 2022	31	2022
Paraphrasing vs Coreferring: Two Sides of the Same Coin Y Meged, A Caciularu, V Shwartz, I Dagan EMNLP 2020 (Findings)‏, 2020‎	28	2020
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps O Barkan, E Hauon, A Caciularu*, O Katz, I Malkiel, O Armstrong, ... CIKM 2021, 2021	27	2021
Attentive Item2vec: Neural attentive user representations O Barkan, A Caciularu, O Katz, N Koenigstein ICASSP 2020, 2020	27	2020
RecoBERT: A Catalog Language Model for Text-Based Recommendations I Malkiel, O Barkan, A Caciularu, N Razin, O Katz, N Koenigstein EMNLP 2020 (Findings), 2020	26*	2020
A Proposition-Level Clustering Approach for Multi-Document Summarization O Ernst, A Caciularu, O Shapira, R Pasunuru, M Bansal, J Goldberger, ... NAACL 2022, 2022	25*	2022
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference D Ginzburg, I Malkiel, O Barkan, A Caciularu, N Koenigstein ACL 2021 (Findings)‏, 2021‎	23	2021
Anchor-based collaborative filtering O Barkan, R Hirsch, O Katz*, A Caciularu, N Koenigstein CIKM 2021, 2021	18	2021
Cold item recommendations via hierarchical item2vec O Barkan, A Caciularu, I Rejwan*, O Katz, J Weill, I Malkiel, ... ICDM 2020, 2020	18	2020
ifacetsum: Coreference-based interactive faceted summarization for multi-document exploration E Hirsch, A Eirew, O Shapira, A Caciularu, A Cattan, O Ernst, R Pasunuru, ... EMNLP 2021 (System Demonstration), 2021	17	2021
Bayesian Hierarchical Words Representation Learning O Barkan, I Rejwan, A Caciularu*, N Koenigstein ACL 2020, 2020	17	2020
Long Context Question Answering via Supervised Contrastive Learning A Caciularu, I Dagan, J Goldberger, A Cohan NAACL 2022, 2022	15*	2022
perm2vec: Attentive graph permutation selection for decoding of error correction codes A Caciularu, N Raviv, T Raviv, J Goldberger, Y Be’ery IEEE Journal on Selected Areas in Communications 39 (1), 79-88, 2020	14*	2020

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