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Dane S Corneil

2 accepted papers

2025

Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification

ACL 2025long

Language models hold incredible promise for enabling scientific discovery by synthesizing massive research corpora. Many complex scientific research questions have multiple plausible answers, each supported by evidence of varying strength. However, existing language models lack the capability to qua…

2015

Attractor Network Dynamics Enable Preplay and Rapid Path Planning in Maze–like Environments

NeurIPS 2015oral

Rodents navigating in a well-known environment can rapidly learn and revisit observed reward locations, often after a single trial. While the mechanism for rapid path planning is unknown, the CA3 region in the hippocampus plays an important role, and emerging evidence suggests that place cell activi…

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