Press, Ofir

Measuring and Narrowing the Compositionality Gap in Language Models

Press, O., Zhang, M., Min, S., Schmidt, L., Smith, N., & Lewis, M. (2023) · Findings of the Association for Computational Linguistics: EMNLP 2023

Topic ModelingNatural Language Processing Techniques

Cited by 303

Measuring and Narrowing the Compositionality Gap in Language Models

Press, O., Zhang, M., Min, S., Schmidt, L., Smith, N. A., & Lewis, M. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 294

SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering

Yang, J., Jimenez, C., Wettig, A., Lieret, K., Yao, S., Narasimhan, K., & Press, O. (2024) · Advances in Neural Information Processing Systems 37

Advanced Software Engineering MethodologiesSoftware Engineering Techniques and Practices

Cited by 264

Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation

Press, O., Smith, N. A., & Lewis, M. (2021) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 161

ProgramBench: Can Language Models Rebuild Programs From Scratch?

Yang, J., Lieret, K., Ma, J., Thakkar, P., Pedchenko, D., Sootla, S., McMilin, E., Yin, P., Hou, R., Synnaeve, G., et al. (2026) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 84

How Language Model Hallucinations Can Snowball

Zhang, M., Press, O., Merrill, W., Liu, A., & Smith, N. A. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 77

SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Jimenez, C. E., Yang, J., Wettig, A., Yao, S., Pei, K., Press, O., & Narasimhan, K. (2023) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 72

Improving Transformer Models by Reordering their Sublayers

Press, O., Smith, N. A., & Levy, O. (2020) · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

Topic ModelingNatural Language Processing Techniques

Cited by 64

Shortformer: Better Language Modeling using Shorter Inputs

Press, O., Smith, N. A., & Lewis, M. (2020) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 55

Shortformer: Better language modeling using shorter inputs

Press, O., Smith, N. A., & Lewis, M. (2021) · Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 55

What Language Model to Train if You Have One Million GPU Hours?

Le Scao, T., Wang, T., Hesslow, D., Bekman, S., Bari, M. S., Biderman, S., Elsahar, H., Muennighoff, N., Phang, J., Press, O., et al. (2022) · Findings of the Association for Computational Linguistics: EMNLP 2022

Topic ModelingNatural Language Processing Techniques

Cited by 33

AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?

Yoran, O., Amouyal, S. J., Malaviya, C., Bogin, B., Press, O., & Berant, J. (2024) · arXiv

Information Retrieval and Search BehaviorWeb Data Mining and Analysis

Cited by 11

What Language Model to Train if You Have One Million GPU Hours?

Scao, T. L., Wang, T., Hesslow, D., Saulnier, L., Bekman, S., Bari, M. S., Biderman, S., Elsahar, H., Muennighoff, N., Phang, J., et al. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 9

SWE-smith: Scaling Data for Software Engineering Agents

Yang, J., Lieret, K., Jimenez, C. E., Wettig, A., Khandpur, K., Zhang, Y., Hui, B., Press, O., Schmidt, L., & Yang, D. (2025) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 6

SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Yang, J., Jimenez, C. E., Zhang, A. L., Lieret, K., Yang, J., Wu, X., Press, O., Muennighoff, N., Synnaeve, G., Narasimhan, K. R., et al. (2024) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 3

CodeClash: Benchmarking Goal-Oriented Software Engineering

Yang, J., Lieret, K., Yang, J., Jimenez, C. E., Oblokulov, M., Siddiqui, A., Press, O., Schmidt, L., & Yang, D. (2025) · arXiv

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 0