3 papers
cs.SE2026
Agentic Interpretation: Harness-Governed Evidence Construction for Software Agents
Yifeng He, Yanjun Wang, Siwei Cui +2
Software agents answer behavioral questions about code, such as whether a patch passes tests or which lines caused a failure. These tasks require repository-wide evidence, yet most…
cs.SE2025
Structural Code Search using Natural Language Queries
Ben Limpanukorn, Yanjun Wang, Zach Patterson +5
Searching code is a common task that developers perform to understand APIs, learn common code patterns, and navigate code. Currently, developers most commonly search using keywords…
cs.CL2024
Approximately Aligned Decoding
Daniel Melcer, Sujan Gonugondla, Pramuditha Perera +7
It is common to reject undesired outputs of Large Language Models (LLMs); however, current methods to do so require an excessive amount of computation to re-sample after a rejectio…