Fadaee, Marzieh

The Leaderboard Illusion

Singh, S., Nan, Y., Wang, A., D'Souza, D., Kapoor, S., Üstün, A., Koyejo, S., Deng, Y., Longpre, S., Smith, N. A., et al. (2025) · arXiv

Ethics and Social Impacts of AITopic Modeling

Cited by 108

LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives

Shimabucoro, L., Ruder, S., Kreutzer, J., Fadaee, M., & Hooker, S. (2024) · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Topic ModelingEthics and Social Impacts of AI

Cited by 24

When Less is More: Investigating Data Pruning for Pretraining LLMs at Scale

Marion, M., Üstün, A., Pozzobon, L., Wang, A., Fadaee, M., & Hooker, S. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 11

In Defense of Cross-Encoders for Zero-Shot Retrieval

Rosa, G., Bonifacio, L., Jeronymo, V., Abonizio, H., Fadaee, M., Lotufo, R., & Nogueira, R. (2022) · arXiv

Information Retrieval and Search BehaviorTopic Modeling

Cited by 5

To Code, or Not To Code? Exploring Impact of Code in Pre-training

Aryabumi, V., Su, Y., Ma, R., Morisot, A., Zhang, I., Locatelli, A., Fadaee, M., Üstün, A., & Hooker, S. (2024) · arXiv

Topic ModelingSoftware Engineering Research

Cited by 3