publications

2026

1. EMNLP Findings ’26

   Ask or Assume? Uncertainty-Aware Clarification-Seeking in Coding Agents

   Nicholas Edwards and Sebastian Schuster

   In Findings of the Association for Computational Linguistics: EMNLP 2026, 2026

   arXiv Code
2. cs.univie

   From Models to Systems: A Survey of Explainability for Tool-Augmented Language Models and AI Agents

   Benjamin Roth, Nicholas Edwards, Pingjun Hong, and 2 more authors

   2026

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3. ACL ’26

   RExBench: Can coding agents autonomously implement AI research extensions?

   Nicholas Edwards, Yukyung Lee, Yujun Audrey Mao, and 3 more authors

   In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics, 2026

   arXiv HTML Website

2023

1. CogSci ’23

   Anaphoric structure emerges between neural networks

   Nick Edwards, Hannah Rohde, and Henry Conklin

   In 45th Annual Conference of the Cognitive Science Society: Cognition in Context, 2023

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