Department of Computer Science

Research output

Research output per year 1963 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 91324 Citations
• 133 h-index
• 2157 Conference contribution
• 1391 Article
• 236 Paper
• 181 Chapter
• 484 More
  • 148 Conference article
  • 90 Editorial
  • 73 Book
  • 57 Preprint
  • 40 Patent
  • 25 Other contribution
  • 15 Foreword/postscript
  • 15 Review article
  • 13 Comment/debate
  • 4 Letter
  • 2 Anthology
  • 1 Entry for encyclopedia/dictionary
  • 1 Meeting Abstract

Research output per year

Research output per year

Search results

• 2024

  Online Duet between Metric Embeddings and Minimum-Weight Perfect Matchings

  Bhore, S., Filtser, A. & Tóth, C. D., 2024, p. 4564-4579. 16 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Duet 100%
  • Metric Embedding 100%
  • Minimum Weight Perfect Matching 100%
  • Perfect Matchings 100%
  • Competitive Ratio 40%
  1 Scopus citations

• Vertical Decomposition in 3D and 4D with Applications to Line Nearest-Neighbor Searching in 3D

  Agarwal, P. K., Ezra, E. & Sharir, M., 2024, p. 150-170. 21 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Vertical Decomposition 100%
  • Nearest Neighbor Search 100%
  • Nearest Neighbor 100%
  • Semi-algebraic Sets 66%
  • Algebraic Set 66%
• 2023

  CHAMP: Efficient Annotation and Consolidation of Cluster Hierarchies

  Cattan, A., Hope, T., Downey, D., Bar-Haim, R., Eden, L., Kantor, Y. & Dagan, I., 2023, p. 403-412. 10 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Cluster Hierarchy 100%
  • Efficient Annotation 100%
  • CHAMP 100%
  • Annotation 100%
  • Hierarchical Structure 66%

• SUMMHELPER: Collaborative Human-Computer Summarization

  Slobodkin, A., Nachum, N., Amar, S., Shapira, O. & Dagan, I., 2023, p. 554-565. 12 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Human Intervention 100%
  • User Study 100%
  • Human-computer 100%
  • Content Selection 100%
  • Human Control 100%
  1 Scopus citations
• 2022

  Analyzing and Overcoming Degradation in Warm-Start Off-Policy Reinforcement Learning

  Wexler, B., Sarafian, E. & Kraus, S., 2022.

  Research output: Contribution to conference › Paper › peer-review

  • Policy Learning 100%
  • Constrained Learning 100%
  • Reinforcement Learning 100%
  • Behavioral Performance 100%
  • Learning Settings 20%

• Breakpoint Transformers for Modeling and Tracking Intermediate Beliefs

  Richardson, K., Tamari, R., Sultan, O., Tsarfaty, R., Shahaf, D. & Sabharwal, A., 2022, p. 9703-9719. 17 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Transformer 100%
  • Representation Learning 100%
  • Breakpoint 100%
  • Text Data 50%
  • Prediction Accuracy 50%
  4 Scopus citations

• Controlled Text Reduction

  Slobodkin, A., Roit, P., Hirsch, E., Ernst, O. & Dagan, I., 2022, p. 5699-5715. 17 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Popular Approach 100%
  • Use Case 100%
  • Baseline Model 100%
  • Human-in-the-Loop 100%
  • Automatic Summarization 100%
  6 Scopus citations

• Cross-document Event Coreference Search: Task, Dataset and Modeling

  Eirew, A., Caciularu, A. & Dagan, I., 2022, p. 900-913. 14 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Search Tasks 100%
  • Coreference 100%
  • Cross-document Coreference Resolution 100%
  • Annotation 100%
  • retrieval model 100%
  6 Scopus citations

• How “Multi” is Multi-Document Summarization?

  Wolhandler, R., Cattan, A., Ernst, O. & Dagan, I., 2022, p. 5761-5769. 9 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Multi-document Summarization 100%
  • Source Document 100%
  • Summarization Dataset 80%
  • Multiple Documents 40%
  • Single Document 20%
  12 Scopus citations

• Kernelized Concept Erasure

  Ravfogel, S., Vargas, F., Goldberg, Y. & Cotterell, R., 2022, p. 6034-6055. 22 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Adversary 100%
  • Neural Network 100%
  • Neural Representation 100%
  • Unsupervised Manner 100%
  • Representation Space 100%
  20 Scopus citations

• Lexical Generalization Improves with Larger Models and Longer Training

  Bandel, E., Goldberg, Y. & Elazar, Y., 2022, p. 4427-4439. 13 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Lexical Overlap 100%
  • Large Animal Model 100%
  • Lexical 100%
  • Reading Comprehension 100%
  • Language Modeling 100%
  6 Scopus citations

• McPhraSy: Multi-Context Phrase Similarity and Clustering

  Cohen, A. D. N., Gonen, H., Shapira, O., Levy, R. & Goldberg, Y., 2022, p. 3538-3550. 13 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Multi-context 100%
  • Phrase Similarity 100%
  • Pairwise Similarity 100%
  • Multiple Contexts 20%
  • Novel Algorithm 10%
  4 Scopus citations

• QASem Parsing: Text-to-text Modeling of QA-based Semantics

  Klein, A., Hirsch, E., Eliav, R., Pyatkin, V., Caciularu, A. & Dagan, I., 2022, p. 7742-7756. 15 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Question Answering 100%
  • Parsing 100%
  • Semantic Representation 100%
  • Text Modeling 100%
  • Text-to-text 100%
  5 Scopus citations

• SCROLLS: Standardized CompaRison Over Long Language Sequences

  Shaham, U., Segal, E., Ivgi, M., Efrat, A., Yoran, O., Haviv, A., Gupta, A., Xiong, W., Geva, M., Berant, J. & Levy, O., 2022, p. 12007-12021. 15 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Long Text 100%
  • Inference Task 100%
  • Considerable Amount 100%
  • Model Architecture 100%
  • Multiple Domain 100%
  46 Scopus citations

• Textless Speech Emotion Conversion using Discrete & Decomposed Representations

  Kreuk, F., Polyak, A., Copet, J., Kharitonov, E., Nguyen, T. A., Rivière, M., Hsu, W. N., Mohamed, A., Dupoux, E. & Adi, Y., 2022, p. 11200-11214. 15 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Speech Emotion 100%
  • Emotion Conversion 100%
  • Phonetic Content 100%
  • Feeding Behavior 100%
  • Prosodic Features 66%
  19 Scopus citations

• Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space

  Geva, M., Caciularu, A., Wang, K. R. & Goldberg, Y., 2022, p. 30-45. 16 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Feedforward Network 100%
  • Transformer 100%
  • Build Prediction 100%
  • Feed-forward Layers 100%
  • Feedforward 100%
  110 Scopus citations
• 2021

  Data Augmentation for Sign Language Gloss Translation

  Moryossef, A., Yin, K., Neubig, G. & Goldberg, Y., 2021, p. 1-11. 11 p.

  Research output: Contribution to conference › Paper › peer-review

  • Spoken Language 100%
  • Data Augmentation 100%
  • Text Translation 100%
  • Gloss to Text 100%
  • Sign Language Gloss 100%
  25 Scopus citations

• LEARNING THE PARETO FRONT WITH HYPERNETWORKS

  Navon, A., Shamsian, A., Fetaya, E. & Chechik, G., 2021.

  Research output: Contribution to conference › Paper › peer-review

  • Pareto Front 100%
  • Hypernetwork 100%
  • Multi-Objective Optimization 100%
  • Operating Point 100%
  • Optimization Problem 50%
  48 Scopus citations
• 2019

  Affiliated event of CRYPTO 2020

  Asharov, G., 2019.

  Research output: Contribution to conference › Paper › peer-review

• An axiomaic definition of risk aversion with applications

  Aumann, Y., 2019.

  Research output: Contribution to conference › Paper › peer-review

• COMPUTER AGENTS THAT INTERACT PROFICIENTLY WITH PEOPLE

  Kraus, S., 2019.

  Research output: Contribution to conference › Paper › peer-review

• Computers Arguing with People

  Kraus, S., 2019.

  Research output: Contribution to conference › Paper › peer-review

• Constructive polynomial partitioning for algebraic curves in R³with applications

  Aronov, B., Ezra, E. & Zahl, J., 2019, p. 2636-2648. 13 p.

  Research output: Contribution to conference › Paper › peer-review

  • Third Space 100%
  • Positive Integer 100%
  • Algebraic Curves 100%
  • Depth Cycles 100%
  • Polynomial Partitioning 100%
  4 Scopus citations

• List decoding with double samplers

  Dinur, I., Harsha, P., Kaufman, T., Navon, I. L. & Shma, A. T., 2019, p. 2134-2153. 20 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • List Decoding 100%
  • Unique Games 100%
  • Decoding Algorithm 100%
  • List Decoding Algorithm 75%
  • Constraint Graph 66%
  24 Scopus citations

• Neural network gradient-based learning of black-box function interfaces

  Jacovi, A., Hadash, G., Kermany, E., Carmeli, B., Lavi, O., Kour, G. & Berant, J., 2019.

  Research output: Contribution to conference › Paper › peer-review

  • Neural Network 100%
  • Gradient-based Learning 100%
  • Interface Function 100%
  • Black-box Function 100%
  • Black Box 100%
  7 Scopus citations

• OptORAMa: Optimal Oblivious RAM

  Asharov, G., 2019.

  Research output: Contribution to conference › Paper › peer-review

• The streaming k-mismatch problem

  Clifford, R., Kociumaka, T. & Porat, E., 2019, p. 1106-1125. 20 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Hamming Distance 100%
  • K-mismatches 100%
  • Pattern Matching 50%
  • On Demand 25%
  • Substring 25%
  26 Scopus citations
• 2018

  AI Safety for Self Driving Vehicles

  Kraus, S., 2018.

  Research output: Contribution to conference › Paper › peer-review

• Automated Agents that Interact Proficiently with People

  Kraus, S., 2018.

  Research output: Contribution to conference › Paper › peer-review

• Crowd Mining: a framework for mining the knowledge of web users

  Amsterdamer, Y., 2018.

  Research output: Contribution to conference › Paper › peer-review

  • Web User 100%
  • Crowd Mining 100%
  • web user 100%
  • Knowledge Base 100%
  • User Interaction 100%

• Oblivious Computation with Data Locality

  Asharov, G., 2018.

  Research output: Contribution to conference › Paper › peer-review

• On Time Discounting, Impatience and Risk Aversion

  Aumann, Y., 2018.

  Research output: Contribution to conference › Paper › peer-review

• OptORAMa: Optimal Oblivious RAM

  Asharov, G., 2018.

  Research output: Contribution to conference › Paper › peer-review

• Predicting Human Decision-Making: From Prediction to Action

  Kraus, S., 2018.

  Research output: Contribution to conference › Paper › peer-review
• 2017

  An Axiomatic Foundation for the Theory of Risk Aversion

  Aumann, Y., 2017.

  Research output: Contribution to conference › Paper › peer-review

• Fine-grained analysis of sentence embeddings using auxiliary prediction tasks

  Adi, Y., Kermany, E., Belinkov, Y., Lavi, O. & Goldberg, Y., 2017.

  Research output: Contribution to conference › Paper › peer-review

  • Machine Learning 100%
  • Long Short-Term Memory Network 100%
  • Recurrent Neural Network 100%
  • Sentence Structure 100%
  • Information Language 100%
  233 Scopus citations

• Modifying optimal SAT-based approach to multi-agent path-finding problem to suboptimal variants

  Surynek, P., Felner, A., Stern, R. & Boyarski, E., 2017, p. 169-170. 2 p.

  Research output: Contribution to conference › Paper › peer-review

  • Multi-agent Planning 100%
  • SAT-based 100%
  • Path Finding Problem 100%
  • multi agent 100%
  • Finding Problem 100%
  6 Scopus citations

• Neural disambiguation of causal lexical markers based on context

  Martínez-Cámara, E., Shwartz, V., Gurevych, I. & Dagan, I., 2017.

  Research output: Contribution to conference › Paper › peer-review

  • Utterance 100%
  • Source Code 100%
  • Linguistic Features 100%
  • Vector Space 100%
  • Causal Relations 100%
  13 Scopus citations

• Nurturing group-beneficial information-gathering behaviors through above-threshold criteria setting

  Rochlin, I., Sarne, D., Bremer, M. & Grynhaus, B., 2017, p. 3044-3051. 8 p.

  Research output: Contribution to conference › Paper › peer-review

  • Nurture 100%
  • Information Gathering 100%
  • Criterion Setting 100%
  • Above-threshold 100%
  • Threshold Criterion 100%

• Psychologically based virtual-suspect for interrogative interview training

  Bitan, M., Nahari, G., Nisin, Z., Roth, A. & Kraus, S., 2017, p. 993-1000. 8 p.

  Research output: Contribution to conference › Paper › peer-review

  • Psychological State 100%
  • Interview Training 100%
  • Interrogator 50%
  • Historical Data 50%
  • Interrogation Technique 50%
  4 Scopus citations

• Search-based optimal solvers for the multi-agent pathfinding problem: Summary and challenges

  Felner, A., Stern, R., Shimony, S. E., Boyarski, E., Goldenberg, M., Sharon, G., Sturtevant, N., Wagner, G. & Surynek, P., 2017, p. 29-37. 9 p.

  Research output: Contribution to conference › Paper › peer-review

  • Search Methods 100%
  • Multi-agent Planning 100%
  • Path Finding Problem 100%
  • Optimal Solver 100%
  • multi agent 100%
  151 Scopus citations

• Strategic signaling and free information disclosure in auctions

  Alkoby, S., Sarne, D. & Milchtaich, I., 2017, p. 319-327. 9 p.

  Research output: Contribution to conference › Paper › peer-review

  • Information Disclosure 100%
  • Strategic Signaling 100%
  • Information Provider 100%
  • Signal Information 100%
  • Free Information 100%
  8 Scopus citations

• The benefit in free information disclosure when selling information to people

  Alkoby, S. & Sarne, D., 2017, p. 985-992. 8 p.

  Research output: Contribution to conference › Paper › peer-review

  • Information Disclosure 100%
  • Information Provider 100%
  • Selling Information 100%
  • Free Information 100%
  • Decision Maker 100%
  8 Scopus citations

• Top-k Queries on Unknown Values under Order Constraints

  Amarilli, A., Amsterdamer, Y., Milo, T. & Senellart, P., 2017.

  Research output: Contribution to conference › Paper › peer-review

• Top-k Querying of Unknown Values under Order Constraints

  Amarilli, A., Amsterdamer, Y., Milo, T. & Senellart, P., 2017.

  Research output: Contribution to conference › Paper › peer-review
• 2016

  Adversarial Robotics

  Agmon, N., 2016.

  Research output: Contribution to conference › Paper › peer-review

• N/A

  Kraus, S., 2016.

  Research output: Contribution to conference › Paper › peer-review

• Repeated Games Revisited: An Ordinal Perspective

  Aumann, Y. & Segal-Halevi, E., 2016.

  Research output: Contribution to conference › Paper › peer-review

• Teams, Swarms, Crowds and Collectives: Special Cases?

  Kaminka, G., 2016.

  Research output: Contribution to conference › Paper › peer-review

• The use and usefulness of Fibonacci codes

  Klein, S., 2016.

  Research output: Contribution to conference › Paper › peer-review