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
Yoav GoldbergProfessor, Bar Ilan University. Research Director, AI2-IsraelVerified email at cs.biu.ac.il
Arman CohanYale University; Allen Institute for AIVerified email at allenai.org
Idan RejwanTel Aviv UniversityVerified email at mail.tau.ac.il
Alon JacoviGoogle ResearchVerified email at google.com
omer goldmanPhD student - Bar Ilan UniversityVerified email at mail.tau.ac.il
Matthew E PetersSpiffy AI, Allen Institute for Artificial IntelligenceVerified email at allenai.org
david burshteinProfessor of Electrical Engineering, Tel-Aviv UniversityVerified email at eng.tau.ac.il
Eran HirschBar-Ilan UniversityVerified email at biu.ac.il
Ori ErnstPostdoc fellow at MilaVerified email at biu.ac.il
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
Yair Be'eryProfessor of Electrical Engineering, Tel Aviv UniversityVerified email at eng.tau.ac.il
Shauli RavfogelPhD student, Bar-Ilan UniversityVerified email at macs.biu.ac.il
Vered ShwartzUniversity of British ColumbiaVerified email at cs.ubc.ca
Jonathan HerzigResearch Scientist, GoogleVerified email at google.com
Asma GhandehariounResearch Scientist, Google ResearchVerified email at google.com

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	205	2022
CDLM: Cross-document language modeling A Caciularu, A Cohan, I Beltagy, ME Peters, A Cattan, I Dagan EMNLP 2021 (Findings), 2021	81*	2021
Blind Channel Equalization using Variational Autoencoders A Caciularu, D Burshtein ICC 2018, 2018	68	2018
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	62	2023
Unsupervised linear and nonlinear channel equalization and decoding using variational autoencoders A Caciularu, D Burshtein IEEE Transactions on Cognitive Communications and Networking, 2020	54	2020
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding O Barkan, N Razin, I Malkiel, O Katz, A Caciularu, N Koenigstein AAAI 2020, 2019	40	2019
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	37	2022
Explainable Recommendations via Attentive Multi-Persona Collaborative Filtering O Barkan, Y Fuchs, A Caciularu, N Koenigstein RecSys 2020, 2020	35*	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	33	2021
A Proposition-Level Clustering Approach for Multi-Document Summarization O Ernst, A Caciularu, O Shapira, R Pasunuru, M Bansal, J Goldberger, ... NAACL 2022, 2022	31*	2022
Paraphrasing vs Coreferring: Two Sides of the Same Coin Y Meged, A Caciularu, V Shwartz, I Dagan EMNLP 2020 (Findings), 2020	31	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	30	2020
Attentive Item2vec: Neural attentive user representations O Barkan, A Caciularu, O Katz, N Koenigstein ICASSP 2020, 2020	28	2020
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	25	2021
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models A Ghandeharioun, A Caciularu, A Pearce, L Dixon, M Geva ICML 2024, 2024	22	2024
Anchor-based collaborative filtering O Barkan, R Hirsch, O Katz*, A Caciularu, N Koenigstein CIKM 2021, 2021	22	2021
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	20	2021
The Curious Case of Hallucinatory Unanswerablity: Finding Truths in the Hidden States of Over-Confident Large Language Models A Slobodkin, O Goldman, A Caciularu, I Dagan, S Ravfogel EMNLP 2023, 2023	19	2023
Long Context Question Answering via Supervised Contrastive Learning A Caciularu, I Dagan, J Goldberger, A Cohan NAACL 2022, 2022	19*	2022
Interpreting BERT-based Text Similarity via Activation and Saliency Maps I Malkiel, D Ginzburg, O Barkan, A Caciularu, J Weill, N Koenigstein WWW 2022, 2022	19	2022

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