Sophie Henning
5 papers · 2018–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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The Questioner
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Research topics
Keywords
text classification
(2)
domain adaptation
(1)
natural language processing
(1)
fact verification
(1)
data augmentation
(1)
information extraction
(1)
question answering
(1)
syntactic parsing
(1)
semantic analysis
(1)
text understanding
(1)
deep learning
(1)
class imbalance
(1)
loss function
(1)
sampling method
(1)
hallucination detection
(1)
scientific document
(1)
trustworthy ai
(1)
materials science
(1)
transformer encoder
(1)
evidence retrieval
(1)
Papers
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing
EACL 2023
Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text
EMNLP 2023
MuLMS-AZ: An Argumentative Zoning Dataset for the Materials Science Domain
ACL 2023
MiST: a Large-Scale Annotated Resource and Neural Models for Functions of Modal Verbs in English Scientific Text
EMNLP 2022
Generalized chart constraints for efficient PCFG and TAG parsing
ACL 2018