Navigating the Modern Evaluation Landscape: Considerations in Benchmarks and Frameworks for Large Language Models (LLMs)
- Leshem Choshen
- Ariel Gera
- et al.
- 2024
- LREC-COLING 2024
Leshem Choshen
Publications
ACHIEVING HUMAN PARITY IN CONTENT-GROUNDED DATASETS GENERATION
- Asaf Yehudai
- Boaz Carmeli
- et al.
- 2024
- ICLR 2024
Asymmetry in Low-Rank Adapters of Foundation Models
- Jiacheng Zhu
- Kristjan Greenewald
- et al.
- 2024
- ICLR 2024
tinyBenchmarks: evaluating LLMs with fewer examples
- Felipe Maia Polo
- Lucas Weber
- et al.
- 2024
- ICLR 2024
TIES-Merging: Resolving Interference When Merging Models
- Prateek Yadav
- Derek Tam
- et al.
- 2023
- NeurIPS 2023
Where to start? Analyzing the potential value of intermediate models
- Leshem Choshen
- Elad Venezian
- et al.
- 2023
- EMNLP 2023
Knowledge is a Region in Weight Space for Finetuned Language Models
- Almog Gueta
- Elad Venezian
- et al.
- 2023
- EMNLP 2023
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering
- Ella Neeman
- Roee Aharoni
- et al.
- 2023
- ACL 2023
ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning
- Shachar Don-Yehiya
- Elad Venezian
- et al.
- 2023
- ACL 2023
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours
- Eyal Shnarch
- Alon Halfon
- et al.
- 2022
- EMNLP 2022
Top collaborators
AA
Assaf Arbelle
Senior Research Scientist, Manager - Multimodal AI Group
MS
Mírian Silva
AI Engineer
MS
Michal Shmueli-Scheuer
Distinguished Engineer, AI Benchmarking and Evaluation
YK
Yoav Katz
Manager, Language Model Utilization and Evaluation