Yoav Katz

IBM, International Business Machines

Joined

July 2019

Names

Yoav Katz

Emails

****@il.ibm.com (Confirmed)

Personal Links

Career & Education History

IBM

International Business Machines (ibm.com)

2002 – Present

MS student

Technion - Israel Institute of Technology, Technion (technion.ac.il)

1999 – 2001

Advisors, Relations & Conflicts

No relations added

Expertise

Agent Evaluation

2024 – Present

LLM Evaluation

2023 – Present

Text classification

2015 – Present

Sentiment analysis

Argument mining

Opinion mining

2015 – Present

Publications

General Agent Evaluation
Elron Bandel, Asaf Yehudai, Lilach Eden, Yehoshua Sagron, Yotam Perlitz, Elad Venezian, Natalia Razinkov, Natan Ergas, Shlomit Shachor Ifergan, Segev Shlomov, Michal Jacovi, Leshem Choshen, Liat Ein-Dor, Yoav Katz, Michal Shmueli-Scheuer
- ICML 2026 AIWILD
- Readers: Everyone
General Agent Evaluation
Elron Bandel, Asaf Yehudai, Lilach Eden, Yehoshua Sagron, Yotam Perlitz, Elad Venezian, Natalia Razinkov, Natan Ergas, Shlomit Shachor Ifergan, Segev Shlomov, Michal Jacovi, Leshem Choshen, Liat Ein-Dor, Yoav Katz, Michal Shmueli-Scheuer
- ICLR 2026 AIWILD
- Readers: Everyone
Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI
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
- CoRR 2024
- Readers: Everyone
Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI
Elron Bandel, Yotam Perlitz, Elad Venezian, Roni Friedman, Ofir Arviv, Matan Orbach, Shachar Don-Yehiya, Dafna Sheinwald, Ariel Gera, Leshem Choshen, Michal Shmueli-Scheuer, Yoav Katz
- NAACL (Demonstrations) 2024
- Readers: Everyone
Conversational Prompt Engineering
Liat Ein-Dor, Orith Toledo-Ronen, Artem Spector, Shai Gretz, Lena Dankin, Alon Halfon, Yoav Katz, Noam Slonim
- CoRR 2024
- Readers: Everyone
Stay Tuned: An Empirical Study of the Impact of Hyperparameters on LLM Tuning in Real-World Applications
Alon Halfon, Shai Gretz, Ofir Arviv, Artem Spector, Orith Toledo-Ronen, Yoav Katz, Liat Ein-Dor, Michal Shmueli-Scheuer, Noam Slonim
- CoRR 2024
- Readers: Everyone
Zero-shot Topical Text Classification with LLMs - an Experimental Study
Shai Gretz, Alon Halfon, Ilya Shnayderman, Orith Toledo-Ronen, Artem Spector, Lena Dankin, Yannis Katsis, Ofir Arviv, Yoav Katz, Noam Slonim, Liat Ein-Dor
- EMNLP 2023 Findings
- Readers: Everyone
Where to start? Analyzing the potential value of intermediate models
Leshem Choshen, Elad Venezian, Shachar Don-Yehiya, Noam Slonim, Yoav Katz
- EMNLP 2023 Main
- Readers: Everyone
Knowledge is a Region in Weight Space for Fine-tuned Language Models
Almog Gueta, Elad Venezian, Colin Raffel, Noam Slonim, Yoav Katz, Leshem Choshen
- EMNLP 2023 Findings
- Readers: Everyone
Multi-Domain Targeted Sentiment Analysis
Orith Toledo-Ronen, Matan Orbach, Yoav Katz, Noam Slonim
- 10 Jun 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 38 publications

Co-Authors

View all 86 co-authors