Yotam Perlitz

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Active Learning

Data Preparation

Text Classification

Top Venues

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)
Andreas Waldis, Yotam Perlitz, Leshem Choshen, Yufang Hou, Iryna Gurevych
Holmes: Benchmark the Linguistic Competence of Language Models. CoRR (2024)
Yotam Perlitz, Ariel Gera, Ofir Arviv, Asaf Yehudai, Elron Bandel, Eyal Shnarch, Michal Shmueli-Scheuer, Leshem Choshen
Benchmark Agreement Testing Done Right: A Guide for LLM Benchmark Evaluation. CoRR (2024)
Yotam Perlitz, Elron Bandel, Ariel Gera, Ofir Arviv, Liat Ein-Dor, Eyal Shnarch, Noam Slonim, Michal Shmueli-Scheuer, Leshem Choshen
Efficient Benchmarking (of Language Models). NAACL-HLT (2024)
Yotam Perlitz, Elron Bandel, Ariel Gera, Ofir Arviv, Liat Ein-Dor, Eyal Shnarch, Noam Slonim, Michal Shmueli-Scheuer, Leshem Choshen
Efficient Benchmarking (of Language Models). CoRR (2023)
Yotam Perlitz, Dafna Sheinwald, Noam Slonim, Michal Shmueli-Scheuer
nBIIG: A Neural BI Insights Generation System for Table Reporting. AAAI (2023)
Yotam Perlitz, Ariel Gera, Michal Shmueli-Scheuer, Dafna Sheinwald, Noam Slonim, Liat Ein-Dor
Active Learning for Natural Language Generation. CoRR (2023)
Yotam Perlitz, Ariel Gera, Michal Shmueli-Scheuer, Dafna Sheinwald, Noam Slonim, Liat Ein-Dor
Active Learning for Natural Language Generation. EMNLP (2023)
Yotam Perlitz, Dafna Sheinwald, Noam Slonim, Michal Shmueli-Scheuer
nBIIG: A Neural BI Insights Generation System for Table Reporting. CoRR (2022)
Ariel Gera, Alon Halfon, Eyal Shnarch, Yotam Perlitz, Liat Ein-Dor, Noam Slonim
Zero-Shot Text Classification with Self-Training. CoRR (2022)
Yotam Perlitz, Liat Ein-Dor, Dafna Sheinwald, Noam Slonim, Michal Shmueli-Scheuer
Diversity Enhanced Table-to-Text Generation via Type Control. CoRR (2022)
Ariel Gera, Alon Halfon, Eyal Shnarch, Yotam Perlitz, Liat Ein-Dor, Noam Slonim
Zero-Shot Text Classification with Self-Training. EMNLP (2022)
Alexandra Dana, Maor Shutman, Yotam Perlitz, Ran Vitek, Tomer Peleg, Roy J. Jevnisek
You Better Look Twice: a new perspective for designing accurate detectors with reduced computations. CoRR (2021)
Alexandra Dana, Maor Shutman, Yotam Perlitz, Ran Vitek, Tomer Peleg, Roy J. Jevnisek
You Better Look Twice: a new perspective for designing accurate detectors with reduced computations. BMVC (2021)