Irene Manotas

IBM Research

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)Interpretability & Mechanistic Interp (1)

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Ramtin Ehsani (1)Saurabh Pujar (1)Luca Buratti (1)Preetha Chatterjee (1)

Papers (1)

Jul 28, 2026

Drexel University3w ago·also IBM Research, NYU

How Do LLMs Read Bug Reports? An Empirical Study of Attention in LLMs for Automated Program Repair

Attention misallocation in LLMs is a critical factor behind their inconsistent performance in Automated Program Repair, with successful outcomes linked to broader attention across bug report components.

Ramtin Ehsani, Irene Manotas, Saurabh Pujar +2

Code Generation & Program Synthesis Interpretability & Mechanistic Interp

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Irene Manotas

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)