Samuel Ackerman
4 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Keywords
large language model
(2)
question answering
(1)
intent classification
(1)
paraphrase generation
(1)
semantic consistency
(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
Predicting Question-Answering Performance of Large Language Models through Semantic Consistency
EMNLP 2023
Reliable and Interpretable Drift Detection in Streams of Short Texts
ACL 2023
Measuring the Measuring Tools: An Automatic Evaluation of Semantic Metrics for Text Corpora
EMNLP 2022