Samuel Ackerman
4 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
EMNLP (3)
ACL (1)
Top co-authors
Keywords
large language model
(2)
intent classification
(1)
paraphrase generation
(1)
semantic consistency
(1)
change-point detection
(1)
semantic similarity
(1)
generative model
(1)
robustness evaluation
(1)
data drift
(1)
performance prediction
(1)
text corpus
(1)
automatic evaluation
(1)
dialog system
(1)
semantic equivalence
(1)
metric evaluation
(1)
meaning preservation
(1)
short text
(1)
reference-less evaluation
(1)
drift detection
(1)
paraphrase benchmark
(1)
Papers
A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios
EMNLP 2024
Reliable and Interpretable Drift Detection in Streams of Short Texts
ACL 2023
Predicting Question-Answering Performance of Large Language Models through Semantic Consistency
EMNLP 2023
Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora
EMNLP 2022