Michal Shmueli-Scheuer
Michal Shmueli-Scheuer has 2 papers in our library, in 2026, most of them on Evaluation & benchmarks, Language models & pretraining, Reasoning; often with Asaf Yehudai, Alan Li, Ariel Gera.
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Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 3Research subjects and languages the work is about.Evaluation & benchmarks · 2 worksLanguage models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- A Survey on Evaluation of LLM-based Agents (2026 · 21 citations)
LLM-based agents pair a backbone model with a harness that adds tools, memory and multi-step control. Because of this, scoring only their text output no longer captures what they can do. The authors present what they call the first comprehensive survey of how such agents are evaluated. They organize the field from… - The Mighty ToRR: A Benchmark for Table Reasoning and Robustness in LLMs (2026 · 1 citation)
Large language models are often given tables, yet it is unclear how well they reason over them and how much their answers depend on how a table is written out.
Co-authors here
- Asaf Yehudai ×2
- Alan Li
- Ariel Gera
- Arman Cohan
- Elron Bandel
- Leshem Choshen
- Lilach Eden
- Percy Liang
- Roy Bar-Haim
- Yifan Mai
- Yilun Zhao
- Yotam Perlitz
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
- Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era: Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era 2026
Updated
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