Chantal Amrhein
10 papers · 2020–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (53)
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The Questioner
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(8)
Applications
(7)
Machine Learning
(6)
Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Core AI
(2)
Interdisciplinary
(1)
Speech & Audio
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
machine translation
(5)
machine translation metrics
(2)
challenge set
(2)
transfer learning
(2)
evaluation metric
(2)
translation accuracy
(2)
natural language inference
(1)
minimum bayes risk
(1)
few-shot learning
(1)
loss function
(1)
speech processing
(1)
attention mechanism
(1)
end-to-end translation
(1)
neural metric
(1)
error analysis
(1)
neural machine translation
(1)
accuracy evaluation
(1)
sequence-to-sequence model
(1)
translation quality
(1)
cross-lingual transfer
(1)
Papers
A Benchmark for Evaluating Machine Translation Metrics on Dialects without Standard Orthography
EMNLP 2023
ACES: Translation Accuracy Challenge Sets at WMT 2023
EMNLP 2023
Evaluating the Effectiveness of Natural Language Inference for Hate Speech Detection in Languages with Limited Labeled Data
ACL 2023
Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model
ACL 2023
ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics
EMNLP 2022
Don’t Discard Fixed-Window Audio Segmentation in Speech-to-Text Translation
EMNLP 2022
Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMET
AACL 2022
How Suitable Are Subword Segmentation Strategies for Translating Non-Concatenative Morphology?
EMNLP 2021
On Biasing Transformer Attention Towards Monotonicity
NAACL 2021
On Romanization for Model Transfer Between Scripts in Neural Machine Translation
EMNLP 2020