Yoav Katz

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 30

Top Topics

Sentiment Analysis

Top Venues

EMNLP (Findings)

AAAI Fall Symposia

Publications

Elron Bandel, Yotam Perlitz, Elad Venezian, Roni Friedman-Melamed, Ofir Arviv, Matan Orbach, Shachar Don-Yehiya, Dafna Sheinwald, Ariel Gera, Leshem Choshen, Michal Shmueli-Scheuer, Yoav Katz
Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI. CoRR (2024)
Alon Halfon, Shai Gretz, Ofir Arviv, Artem Spector, Orith Toledo-Ronen, Yoav Katz, Liat Ein-Dor, Michal Shmueli-Scheuer, Noam Slonim
Stay Tuned: An Empirical Study of the Impact of Hyperparameters on LLM Tuning in Real-World Applications. CoRR (2024)
Leshem Choshen, Elad Venezian, Shachar Don-Yehiya, Noam Slonim, Yoav Katz
Where to start? Analyzing the potential value of intermediate models. EMNLP (2023)
Almog Gueta, Elad Venezian, Colin Raffel, Noam Slonim, Yoav Katz, Leshem Choshen
Knowledge is a Region in Weight Space for Fine-tuned Language Models. CoRR (2023)
Shai Gretz, Alon Halfon, Ilya Shnayderman, Orith Toledo-Ronen, Artem Spector, Lena Dankin, Yannis Katsis, Ofir Arviv, Yoav Katz, Noam Slonim, Liat Ein-Dor
Zero-shot Topical Text Classification with LLMs - an Experimental Study. EMNLP (Findings) (2023)
Shai Gretz, Assaf Toledo, Roni Friedman, Dan Lahav, Rose Weeks, Naor Bar-Zeev, João Sedoc, Pooja Sangha, Yoav Katz, Noam Slonim
Benchmark Data and Evaluation Framework for Intent Discovery Around COVID-19 Vaccine Hesitancy. EACL (Findings) (2023)
Almog Gueta, Elad Venezian, Colin Raffel, Noam Slonim, Yoav Katz, Leshem Choshen
Knowledge is a Region in Weight Space for Fine-tuned Language Models. EMNLP (Findings) (2023)
Lilach Eden, Yoav Kantor, Matan Orbach, Yoav Katz, Noam Slonim, Roy Bar-Haim
Welcome to the Real World: Efficient, Incremental and Scalable Key Point Analysis. EMNLP (Industry Track) (2023)
Orith Toledo-Ronen, Matan Orbach, Yoav Katz, Noam Slonim
Multi-Domain Targeted Sentiment Analysis. NAACL-HLT (2022)
Orith Toledo-Ronen, Matan Orbach, Yoav Katz, Noam Slonim
Multi-Domain Targeted Sentiment Analysis. CoRR (2022)
Shachar Don-Yehiya, Elad Venezian, Colin Raffel, Noam Slonim, Yoav Katz, Leshem Choshen
ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning. CoRR (2022)
Elron Bandel, Yoav Katz, Noam Slonim, Liat Ein-Dor
SimpleStyle: An Adaptable Style Transfer Approach. CoRR (2022)
Leshem Choshen, Elad Venezian, Noam Slonim, Yoav Katz
Fusing finetuned models for better pretraining. CoRR (2022)
Eyal Shnarch, Alon Halfon, Ariel Gera, Marina Danilevsky, Yannis Katsis, Leshem Choshen, Martin Santillán Cooper, Dina Epelboim, Zheng Zhang, Dakuo Wang, Lucy Yip, Liat Ein-Dor, Lena Dankin, Ilya Shnayderman, Ranit Aharonov, Yunyao Li, Naftali Liberman, Philip Levin Slesarev, Gwilym Newton, Shila Ofek-Koifman, Noam Slonim, Yoav Katz
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours. CoRR (2022)
Leshem Choshen, Elad Venezian, Shachar Don-Yehiya, Noam Slonim, Yoav Katz
Where to start? Analyzing the potential value of intermediate models. CoRR (2022)
Shai Gretz, Assaf Toledo, Roni Friedman, Dan Lahav, Rose Weeks, Naor Bar-Zeev, João Sedoc, Pooja Sangha, Yoav Katz, Noam Slonim
Benchmark Data and Evaluation Framework for Intent Discovery Around COVID-19 Vaccine Hesitancy. CoRR (2022)
Roni Friedman, João Sedoc, Shai Gretz, Assaf Toledo, Rose Weeks, Naor Bar-Zeev, Yoav Katz, Noam Slonim
VIRATrustData: A Trust-Annotated Corpus of Human-Chatbot Conversations About COVID-19 Vaccines. CoRR (2022)
Noam Slonim, Yonatan Bilu, Carlos Alzate, Roy Bar-Haim, Ben Bogin, Francesca Bonin, Leshem Choshen, Edo Cohen-Karlik, Lena Dankin, Lilach Edelstein, Liat Ein-Dor, Roni Friedman-Melamed, Assaf Gavron, Ariel Gera, Martin Gleize, Shai Gretz, Dan Gutfreund, Alon Halfon, Daniel Hershcovich, Ron Hoory, Yufang Hou, Shay Hummel, Michal Jacovi, Charles Jochim, Yoav Kantor, Yoav Katz, David Konopnicki, Zvi Kons, Lili Kotlerman, Dalia Krieger, Dan Lahav, Tamar Lavee, Ran Levy, Naftali Liberman, Yosi Mass, Amir Menczel, Shachar Mirkin, Guy Moshkowich, Shila Ofek-Koifman, Matan Orbach, Ella Rabinovich, Ruty Rinott, Slava Shechtman, Dafna Sheinwald, Eyal Shnarch, Ilya Shnayderman, Aya Soffer, Artem Spector, Benjamin Sznajder, Assaf Toledo, Orith Toledo-Ronen, Elad Venezian, Ranit Aharonov
An autonomous debating system. Nat. 591 (7850) (2021)
Roni Friedman, Lena Dankin, Yufang Hou, Ranit Aharonov, Yoav Katz, Noam Slonim
Overview of the 2021 Key Point Analysis Shared Task. ArgMining@EMNLP (2021)
Roy Bar-Haim, Yoav Kantor, Elad Venezian, Yoav Katz, Noam Slonim
Project Debater APIs: Decomposing the AI Grand Challenge. EMNLP (Demos) (2021)
Roni Friedman, Lena Dankin, Yufang Hou, Ranit Aharonov, Yoav Katz, Noam Slonim
Overview of the 2021 Key Point Analysis Shared Task. CoRR (2021)
Matan Orbach, Orith Toledo-Ronen, Artem Spector, Ranit Aharonov, Yoav Katz, Noam Slonim
YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews. EMNLP (1) (2021)
Roy Bar-Haim, Yoav Kantor, Elad Venezian, Yoav Katz, Noam Slonim
Project Debater APIs: Decomposing the AI Grand Challenge. CoRR (2021)
Liat Ein-Dor, Alon Halfon, Ariel Gera, Eyal Shnarch, Lena Dankin, Leshem Choshen, Marina Danilevsky, Ranit Aharonov, Yoav Katz, Noam Slonim
Active Learning for BERT: An Empirical Study. EMNLP (1) (2020)
Matan Orbach, Orith Toledo-Ronen, Artem Spector, Ranit Aharonov, Yoav Katz, Noam Slonim
YASO: A New Benchmark for Targeted Sentiment Analysis. CoRR (2020)
Roy Bar-Haim, Dalia Krieger, Orith Toledo-Ronen, Lilach Edelstein, Yonatan Bilu, Alon Halfon, Yoav Katz, Amir Menczel, Ranit Aharonov, Noam Slonim
From Surrogacy to Adoption; From Bitcoin to Cryptocurrency: Debate Topic Expansion. ACL (1) (2019)
Yoav Kantor, Yoav Katz, Leshem Choshen, Edo Cohen-Karlik, Naftali Liberman, Assaf Toledo, Amir Menczel, Noam Slonim
Learning to combine Grammatical Error Corrections. CoRR (2019)
Ilya Shnayderman, Liat Ein-Dor, Yosi Mass, Alon Halfon, Benjamin Sznajder, Artem Spector, Yoav Katz, Dafna Sheinwald, Ranit Aharonov, Noam Slonim
Fast End-to-End Wikification. CoRR (2019)
Yoav Kantor, Yoav Katz, Leshem Choshen, Edo Cohen-Karlik, Naftali Liberman, Assaf Toledo, Amir Menczel, Noam Slonim
Learning to combine Grammatical Error Corrections. BEA@ACL (2019)
Dan Gutfreund, Yoav Katz, Noam Slonim
Automatic Arguments Construction - From Search Engine to Research Engine. AAAI Fall Symposia (2016)
Yoav Katz, Eitan Marcus, Avi Ziv
Enhancing Scenario Quality Using Quasi-Events. Haifa Verification Conference (2014)
Yoav Katz, Michal Rimon, Avi Ziv
Generating instruction streams using abstract CSP. DATE (2012)
Yoav Katz, Michal Rimon, Avi Ziv
A Novel Approach for Implementing Microarchitectural Verification Plans in Processor Designs. Haifa Verification Conference (2012)
Yoav Katz, Michal Rimon, Avi Ziv, Gai Shaked
Learning microarchitectural behaviors to improve stimuli generation quality. DAC (2011)
Amotz Bar-Noy, Sudipto Guha, Yoav Katz, Joseph Naor, Baruch Schieber, Hadas Shachnai
Throughput maximization of real-time scheduling with batching. ACM Trans. Algorithms 5 (2) (2009)
Yehuda Naveh, Michal Rimon, Itai Jaeger, Yoav Katz, Michael Vinov, Eitan Marcus, Gil Shurek
Constraint-Based Random Stimuli Generation for Hardware Verification. AI Mag. 28 (3) (2007)
Shady Copty, Itai Jaeger, Yoav Katz, Michael Vinov
Intelligent Interleaving of Scenarios: A Novel Approach to System Level Test Generation. DAC (2007)
Yehuda Naveh, Michal Rimon, Itai Jaeger, Yoav Katz, Michael Vinov, Eitan Marcus, Gil Shurek
Constraint-Based Random Stimuli Generation for Hardware Verification. AAAI (2006)
Allon Adir, Laurent Fournier, Yoav Katz, Anatoly Koyfman
DeepTrans - Extending the Model-based Approach to Functional Verification of Address Translation Mechanisms. HLDVT (2006)
Shady Copty, Itai Jaeger, Yoav Katz
Path-Based System Level Stimuli Generation. Haifa Verification Conference (2005)
Yoav Katz, Itai Jaeger, Roy Emek, Yossi Lichtenstein, Anita Devadason, Audrey Romonosky
Reuse in system-level stimuli-generation. HLDVT (2005)
Roy Emek, Itai Jaeger, Yoav Katz, Yehuda Naveh
Quality Improvement Methods for System-Level Stimuli Generation. ICCD (2004)
Allon Adir, Roy Emek, Yoav Katz, Anatoly Koyfman
DeepTrans - A Model-based Approach to Functional Verification of Address Translation Mechanisms. MTV (2003)
Amotz Bar-Noy, Sudipto Guha, Yoav Katz, Joseph Naor, Baruch Schieber, Hadas Shachnai
Throughput maximization of real-time scheduling with batching. SODA (2002)
Roy Emek, Itai Jaeger, Yehuda Naveh, Gadi Bergman, Guy Aloni, Yoav Katz, Monica Farkash, Igor Dozoretz, Alex Goldin
X-Gen: a random test-case generator for systems and SoCs. HLDVT (2002)