Avi Caciularu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 80

Top Topics

Question Answering

Document Summarization

Top Venues

EMNLP (Findings)

Publications

Avi Caciularu, Alon Jacovi, Eyal Ben-David, Sasha Goldshtein, Tal Schuster, Jonathan Herzig, Gal Elidan, Amir Globerson
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools. CoRR (2024)
Omer Goldman, Avi Caciularu, Matan Eyal, Kris Cao, Idan Szpektor, Reut Tsarfaty
Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance. CoRR (2024)
Omer Goldman, Avi Caciularu, Matan Eyal, Kris Cao, Idan Szpektor, Reut Tsarfaty
Unpacking Tokenization: Evaluating Text Compression and its Correlation with Model Performance. ACL (Findings) (2024)
Omri Berkovitch, Sapir Caduri, Noam Kahlon, Anatoly Efros, Avi Caciularu, Ido Dagan
Identifying User Goals from UI Trajectories. CoRR (2024)
Irina Jurenka, Markus Kunesch, Kevin R. McKee, Daniel Gillick, Shaojian Zhu, Sara Wiltberger, Shubham Milind Phal, Katherine L. Hermann, Daniel Kasenberg, Avishkar Bhoopchand, Ankit Anand, Miruna Pîslar, Stephanie Chan, Lisa Wang, Jennifer She, Parsa Mahmoudieh, Aliya Rysbek, Wei-Jen Ko, Andrea Huber, Brett Wiltshire, Gal Elidan, Roni Rabin, Jasmin Rubinovitz, Amit Pitaru, Mac McAllister, Julia Wilkowski, David Choi, Roee Engelberg, Lidan Hackmon, Adva Levin, Rachel Griffin, Michael Sears, Filip Bar, Mia Mesar, Mana Jabbour, Arslan Chaudhry, James Cohan, Sridhar Thiagarajan, Nir Levine, Ben Brown, Dilan Görür, Svetlana Grant, Rachel Hashimshoni, Laura Weidinger, Jieru Hu, Dawn Chen, Kuba Dolecki, Canfer Akbulut, Maxwell L. Bileschi, Laura Culp, Wen-Xin Dong, Nahema Marchal, Kelsie Van Deman, Hema Bajaj Misra, Michael Duah, Moran Ambar, Avi Caciularu, Sandra Lefdal, Christopher Summerfield, James An, Pierre-Alexandre Kamienny, Abhinit Mohdi, Theofilos Strinopoulous, Annie Hale, Wayne Anderson, Luis C. Cobo, Niv Efron, Muktha Ananda, Shakir Mohamed, Maureen Heymans, Zoubin Ghahramani, Yossi Matias, Ben Gomes, Lila Ibrahim
Towards Responsible Development of Generative AI for Education: An Evaluation-Driven Approach. CoRR (2024)
Asma Ghandeharioun, Avi Caciularu, Adam Pearce, Lucas Dixon, Mor Geva
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models. CoRR (2024)
Gili Lior, Avi Caciularu, Arie Cattan, Shahar Levy, Ori Shapira, Gabriel Stanovsky
SEAM: A Stochastic Benchmark for Multi-Document Tasks. CoRR (2024)
Arie Cattan, Alon Jacovi, Alex Fabrikant, Jonathan Herzig, Roee Aharoni, Hannah Rashkin, Dror Marcus, Avinatan Hassidim, Yossi Matias, Idan Szpektor, Avi Caciularu
Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations. CoRR (2024)
Aviv Slobodkin, Omer Goldman, Avi Caciularu, Ido Dagan, Shauli Ravfogel
The Curious Case of Hallucinatory Unanswerablity: Finding Truths in the Hidden States of Over-Confident Large Language Models. CoRR (2023)
Moshe Berchansky, Peter Izsak, Avi Caciularu, Ido Dagan, Moshe Wasserblat
Optimizing Retrieval-augmented Reader Models via Token Elimination. EMNLP (2023)
Alon Jacovi, Avi Caciularu, Jonathan Herzig, Roee Aharoni, Bernd Bohnet, Mor Geva
A Comprehensive Evaluation of Tool-Assisted Generation Strategies. CoRR (2023)
Aviv Slobodkin, Omer Goldman, Avi Caciularu, Ido Dagan, Shauli Ravfogel
The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models. EMNLP (2023)
Avi Caciularu, Matthew E. Peters, Jacob Goldberger, Ido Dagan, Arman Cohan
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering. CoRR (2023)
Avi Caciularu, Matthew E. Peters, Jacob Goldberger, Ido Dagan, Arman Cohan
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering. ACL (1) (2023)
Avi Caciularu, Jacob Goldberger
An entangled mixture of variational autoencoders approach to deep clustering. Neurocomputing 529 (2023)
Aviv Slobodkin, Avi Caciularu, Eran Hirsch, Ido Dagan
Don't Add, don't Miss: Effective Content Preserving Generation from Pre-Selected Text Spans. EMNLP (Findings) (2023)
Tal Kiani, Avi Caciularu, Shani Zev, Dan Thomas Major, Jacob Goldberger
Utilizing Perturbation of Atoms' Positions for Equivariant Pre-Training in 3D Molecular Analysis. MLSP (2023)
Aviv Slobodkin, Avi Caciularu, Eran Hirsch, Ido Dagan
Dont Add, dont Miss: Effective Content Preserving Generation from Pre-Selected Text Spans. CoRR (2023)
Moshe Berchansky, Peter Izsak, Avi Caciularu, Ido Dagan, Moshe Wasserblat
Optimizing Retrieval-augmented Reader Models via Token Elimination. CoRR (2023)
Eran Hirsch, Valentina Pyatkin, Ruben Wolhandler, Avi Caciularu, Asi Shefer, Ido Dagan
Revisiting Sentence Union Generation as a Testbed for Text Consolidation. CoRR (2023)
Eran Hirsch, Valentina Pyatkin, Ruben Wolhandler, Avi Caciularu, Asi Shefer, Ido Dagan
Revisiting Sentence Union Generation as a Testbed for Text Consolidation. ACL (Findings) (2023)
Alon Jacovi, Avi Caciularu, Jonathan Herzig, Roee Aharoni, Bernd Bohnet, Mor Geva
A Comprehensive Evaluation of Tool-Assisted Generation Strategies. EMNLP (Findings) (2023)
Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks. EMNLP (2023)
Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein
Representation Learning via Variational Bayesian Networks. CoRR (2023)
Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks. CoRR (2023)
Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps. CoRR (2022)
Mor Geva, Avi Caciularu, Kevin Ro Wang, Yoav Goldberg
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space. EMNLP (2022)
Alon Eirew, Avi Caciularu, Ido Dagan
Cross-document Event Coreference Search: Task, Dataset and Modeling. EMNLP (2022)
Mor Geva, Avi Caciularu, Kevin Ro Wang, Yoav Goldberg
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space. CoRR (2022)
Mor Geva, Avi Caciularu, Guy Dar, Paul Roit, Shoval Sadde, Micah Shlain, Bar Tamir, Yoav Goldberg
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models. CoRR (2022)
Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein
Interpreting BERT-based Text Similarity via Activation and Saliency Maps. CoRR (2022)
Alon Eirew, Avi Caciularu, Ido Dagan
Cross-document Event Coreference Search: Task, Dataset and Modeling. CoRR (2022)
Ayal Klein, Eran Hirsch, Ron Eliav, Valentina Pyatkin, Avi Caciularu, Ido Dagan
QASem Parsing: Text-to-text Modeling of QA-based Semantics. EMNLP (2022)
Mor Geva, Avi Caciularu, Guy Dar, Paul Roit, Shoval Sadde, Micah Shlain, Bar Tamir, Yoav Goldberg
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models. EMNLP (Demos) (2022)
Ori Ernst, Avi Caciularu, Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Jacob Goldberger, Ido Dagan
Proposition-Level Clustering for Multi-Document Summarization. NAACL-HLT (2022)
Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein
Metricbert: Text Representation Learning Via Self-Supervised Triplet Training. ICASSP (2022)
Ayal Klein, Eran Hirsch, Ron Eliav, Valentina Pyatkin, Avi Caciularu, Ido Dagan
QASem Parsing: Text-to-text Modeling of QA-based Semantics. CoRR (2022)
Avi Caciularu, Ido Dagan, Jacob Goldberger, Arman Cohan
Long Context Question Answering via Supervised Contrastive Learning. NAACL-HLT (2022)
Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Yoni Weill, Noam Koenigstein
MetricBERT: Text Representation Learning via Self-Supervised Triplet Training. CoRR (2022)
Itzik Malkiel, Dvir Ginzburg, Oren Barkan, Avi Caciularu, Jonathan Weill, Noam Koenigstein
Interpreting BERT-based Text Similarity via Activation and Saliency Maps. WWW (2022)
Oren Barkan, Edan Hauon, Avi Caciularu, Ori Katz, Itzik Malkiel, Omri Armstrong, Noam Koenigstein
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps. CIKM (2021)
Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Noam Koenigstein
Anchor-based Collaborative Filtering. CIKM (2021)
Eran Hirsch, Alon Eirew, Ori Shapira, Avi Caciularu, Arie Cattan, Ori Ernst, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Ido Dagan
iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration. EMNLP (Demos) (2021)
Ori Ernst, Avi Caciularu, Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Jacob Goldberger, Ido Dagan
A Proposition-Level Clustering Approach for Multi-Document Summarization. CoRR (2021)
Idan Rejwan, Avi Caciularu
On the Evolution of Word Order. CoRR (2021)
Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein
GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps. CoRR (2021)
Dvir Ginzburg, Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Koenigstein
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference. CoRR (2021)
Avi Caciularu, Ido Dagan, Jacob Goldberger
Denoising Word Embeddings by Averaging in a Shared Space. *SEM (2021)
Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Jonathan Weill, Noam Koenigstein
Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic Gates. CoRR (2021)
Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Yoni Weill, Noam Koenigstein
Cold Start Revisited: A Deep Hybrid Recommender with Cold-Warm Item Harmonization. ICASSP (2021)
Avi Caciularu, Ido Dagan, Jacob Goldberger, Arman Cohan
Utilizing Evidence Spans via Sequence-Level Contrastive Learning for Long-Context Question Answering. CoRR (2021)
Dvir Ginzburg, Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Koenigstein
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference. ACL/IJCNLP (Findings) (2021)
Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein
Representation Learning via Variational Bayesian Networks. CIKM (2021)
Avi Caciularu, Nir Raviv, Tomer Raviv, Jacob Goldberger, Yair Be'ery
perm2vec: Attentive Graph Permutation Selection for Decoding of Error Correction Codes. IEEE J. Sel. Areas Commun. 39 (1) (2021)
Avi Caciularu, Arman Cohan, Iz Beltagy, Matthew E. Peters, Arie Cattan, Ido Dagan
CDLM: Cross-Document Language Modeling. EMNLP (Findings) (2021)
Oren Barkan, Roy Hirsch, Ori Katz, Avi Caciularu, Jonathan Weill, Noam Koenigstein
Cold Item Integration in Deep Hybrid Recommenders via Tunable Stochastic Gates. ICDM (2021)
Avi Caciularu, Ido Dagan, Jacob Goldberger
Denoising Word Embeddings by Averaging in a Shared Space. CoRR (2021)
Eran Hirsch, Alon Eirew, Ori Shapira, Avi Caciularu, Arie Cattan, Ori Ernst, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Ido Dagan
iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration. CoRR (2021)
Avi Caciularu, Arman Cohan, Iz Beltagy, Matthew E. Peters, Arie Cattan, Ido Dagan
Cross-Document Language Modeling. CoRR (2021)
Oren Barkan, Omri Armstrong, Amir Hertz, Avi Caciularu, Ori Katz, Itzik Malkiel, Noam Koenigstein
GAM: Explainable Visual Similarity and Classification via Gradient Activation Maps. CIKM (2021)
Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein
Optimizing BERT for Unlabeled Text-Based Items Similarity. EMNLP (Findings) (2020)
Oren Barkan, Avi Caciularu, Ido Dagan
Within-Between Lexical Relation Classification. EMNLP (1) (2020)
Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein
Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding. AAAI (2020)
Oren Barkan, Idan Rejwan, Avi Caciularu, Noam Koenigstein
Bayesian Hierarchical Words Representation Learning. CoRR (2020)
Oren Barkan, Avi Caciularu, Ori Katz, Noam Koenigstein
Attentive Item2vec: Neural Attentive User Representations. ICASSP (2020)
Nir Raviv, Avi Caciularu, Tomer Raviv, Jacob Goldberger, Yair Be'ery
perm2vec: Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention. CoRR (2020)
Yehudit Meged, Avi Caciularu, Vered Shwartz, Ido Dagan
Paraphrasing vs Coreferring: Two Sides of the Same Coin. EMNLP (Findings) (2020)
Yehudit Meged, Avi Caciularu, Vered Shwartz, Ido Dagan
Paraphrasing vs Coreferring: Two Sides of the Same Coin. CoRR (2020)
Oren Barkan, Avi Caciularu, Idan Rejwan, Ori Katz, Jonathan Weill, Itzik Malkiel, Noam Koenigstein
Cold Item Recommendations via Hierarchical Item2vec. ICDM (2020)
Oren Barkan, Idan Rejwan, Avi Caciularu, Noam Koenigstein
Bayesian Hierarchical Words Representation Learning. ACL (2020)
Oren Barkan, Yonatan Fuchs, Avi Caciularu, Noam Koenigstein
Explainable Recommendations via Attentive Multi-Persona Collaborative Filtering. CoRR (2020)
Oren Barkan, Avi Caciularu, Ori Katz, Noam Koenigstein
Attentive Item2Vec: Neural Attentive User Representations. CoRR (2020)
Avi Caciularu, David Burshtein
Unsupervised Linear and Nonlinear Channel Equalization and Decoding Using Variational Autoencoders. IEEE Trans. Cogn. Commun. Netw. 6 (3) (2020)
Oren Barkan, Yonatan Fuchs, Avi Caciularu, Noam Koenigstein
Explainable Recommendations via Attentive Multi-Persona Collaborative Filtering. RecSys (2020)
Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein
RecoBERT: A Catalog Language Model for Text-Based Recommendations. CoRR (2020)
Oren Barkan, Noam Razin, Itzik Malkiel, Ori Katz, Avi Caciularu, Noam Koenigstein
Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding. CoRR (2019)
Avi Caciularu, David Burshtein
Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders. CoRR (2019)
Avi Caciularu, David Burshtein
Blind Channel Equalization using Variational Autoencoders. CoRR (2018)
Avi Caciularu, David Burshtein
Blind Channel Equalization Using Variational Autoencoders. ICC Workshops (2018)
Mor Cohen, Avi Caciularu, Idan Rejwan, Jonathan Berant
Inducing Regular Grammars Using Recurrent Neural Networks. CoRR (2017)