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Author

Shaswat Patel

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#artificial intelligence Review Jun 2026

Is Agent Code Less Maintainable Than Human Code?

It is found that agents are less effective at resolving tasks when building on agent code compared to human code, with task resolve rate drops of up to 13.1%.

Shaswat Patel, Betty Hou, A. Purohit et al. · 1 citation
#natural language process... Preprint Feb 2026

Identifying Crucial Attention Heads for Multilingual Language Models: Retrieval and Retrieval-Transition Heads

A cross-lingual needle-in-the-haystack task is designed, to identify RTHs that retrieve key information and further map it to target-language output and advances the understanding of multilingual LMs by isolating the attention heads responsible for mapping to target languages.

Shaswat Patel, Vishvesh Trivedi, Yue Han et al. · 0 citations

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