Autumn Toney
4 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
(2)
Conferences
EMNLP (3)
COLING (1)
Top co-authors
Keywords
large language model
(2)
text classification
(1)
uncertainty quantification
(1)
fact verification
(1)
model evaluation
(1)
information retrieval
(1)
semantic analysis
(1)
multi-label classification
(1)
probabilistic reasoning
(1)
probability calibration
(1)
token prediction
(1)
token probability
(1)
word embedding
(1)
social bia
(1)
scientific writing
(1)
static embedding
(1)
probability alignment
(1)
scientific literature
(1)
multilingual analysis
(1)
intrinsic evaluation
(1)
Papers
Certain but not Probable? Differentiating Certainty from Probability in LLM Token Outputs for Probabilistic Scenarios
EMNLP 2025
What Kind of Sourcery is This? Evaluating GPT-4βs Performance on Linking Scientific Fact to Citations
EMNLP 2024
Multi-label Classification of Scientific Research Documents Across Domains and Languages
COLING 2022
ValNorm Quantifies Semantics to Reveal Consistent Valence Biases Across Languages and Over Centuries
EMNLP 2021