Yotam Perlitz

According to our database, Yotam Perlitz authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

<tt>Holmes</tt> ⌕ A Benchmark to Assess the Linguistic Competence of Language Models.

Andreas Waldis, Yotam Perlitz, Leshem Choshen, Yufang Hou, Iryna Gurevych

Trans. Assoc. Comput. Linguistics, 2024

JuStRank: Benchmarking LLM Judges for System Ranking.

Ariel Gera, Odellia Boni, Yotam Perlitz, Roy Bar-Haim, Lilach Eden, Asaf Yehudai

CoRR, 2024

Can You Trust Your Metric? Automatic Concatenation-Based Tests for Metric Validity.

Ora Nova Fandina, Leshem Choshen, Eitan Farchi, George Kour, Yotam Perlitz, Orna Raz

CoRR, 2024

Benchmark Agreement Testing Done Right: A Guide for LLM Benchmark Evaluation.

Yotam Perlitz, Ariel Gera, Ofir Arviv, Asaf Yehudai, Elron Bandel, Eyal Shnarch, Michal Shmueli-Scheuer, Leshem Choshen

CoRR, 2024

Holmes: Benchmark the Linguistic Competence of Language Models.

Andreas Waldis, Yotam Perlitz, Leshem Choshen, Yufang Hou, Iryna Gurevych

CoRR, 2024

Efficient Benchmarking (of Language Models).

Yotam Perlitz, Elron Bandel, Ariel Gera, Ofir Arviv, Liat Ein-Dor, Eyal Shnarch, Noam Slonim, Michal Shmueli-Scheuer, Leshem Choshen

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

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

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, 2024

2023

Active Learning for Natural Language Generation.

Yotam Perlitz, Ariel Gera, Michal Shmueli-Scheuer, Dafna Sheinwald, Noam Slonim, Liat Ein-Dor

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

nBIIG: A Neural BI Insights Generation System for Table Reporting.

Yotam Perlitz, Dafna Sheinwald, Noam Slonim, Michal Shmueli-Scheuer

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Diversity Enhanced Table-to-Text Generation via Type Control.

Yotam Perlitz, Liat Ein-Dor, Dafna Sheinwald, Noam Slonim, Michal Shmueli-Scheuer

CoRR, 2022

Zero-Shot Text Classification with Self-Training.

Ariel Gera, Alon Halfon, Eyal Shnarch, Yotam Perlitz, Liat Ein-Dor, Noam Slonim

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

You Better Look Twice: a new perspective for designing accurate detectors with reduced computations.

Alexandra Dana, Maor Shutman, Yotam Perlitz, Ran Vitek, Tomer Peleg, Roy J. Jevnisek

Proceedings of the 32nd British Machine Vision Conference 2021, 2021