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Autumn Toney-Wails

3 papers hereh-index 211 citations7 works total

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

author position
  • first author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedAI on AI: Exploring the Utility of GPT as an Expert Annotator of AI Publications

4 citations · 4 across the 2 of their papers we have counts for

collaborators

3 papers

cs.AI2026

How Clued up are LLMs? Evaluating Multi-Step Deductive Reasoning in a Text-Based Game Environment

Rebecca Ansell, Autumn Toney-Wails

Deducing whodunit proves challenging for LLM agents. In this paper, we implement a text-based multi-agent version of the classic board game Clue as a rule-based testbed for evaluat…

cs.CL2025

Certain but not Probable? Differentiating Certainty from Probability in LLM Token Outputs for Probabilistic Scenarios

Autumn Toney-Wails, Ryan Wails

Reliable uncertainty quantification (UQ) is essential for ensuring trustworthy downstream use of large language models, especially when they are deployed in decision-support and ot…

cs.CL2024★ 4 cited

AI on AI: Exploring the Utility of GPT as an Expert Annotator of AI Publications

Autumn Toney-Wails, Christian Schoeberl, James Dunham

Identifying scientific publications that are within a dynamic field of research often requires costly annotation by subject-matter experts. Resources like widely-accepted classific…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.