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researcher

Dan Ley

4 papers hereh-index 478 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedIn-Context Explainers: Harnessing LLMs for Explaining Black Box Models

7 citations · 8 across the 4 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.LG2024

Generalized Group Data Attribution

Dan Ley, Suraj Srinivas, Shichang Zhang +2

Data Attribution (DA) methods quantify the influence of individual training data points on model outputs and have broad applications such as explainability, data selection, and noi…

cs.CL2024★ 1 cited

On the Hardness of Faithful Chain-of-Thought Reasoning in Large Language Models

Sree Harsha Tanneru, Dan Ley, Chirag Agarwal +1

As Large Language Models (LLMs) are increasingly being employed in real-world applications in critical domains such as healthcare, it is important to ensure that the Chain-of-Thoug…

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