Danielle Saunders
13 papers · 2017–2024 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (35) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🔬
Deep Specialist
(13)
🤝
Dynamic Duo
(12)
🧭
Keyword Pioneer
🚀
Conference Pioneer
📈
Trend Setter
⚡
Prolific Year · Productive
❓
The Questioner
🗃️
Keyword Collector
(59)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Natural Language Processing
(13)
Applications
(13)
Machine Learning
(12)
Deep Learning
(10)
Learning Types · Machine Learning
(7)
Artificial Intelligence
(6)
Learning Types · Deep Learning
(6)
Core AI
(5)
Application Areas
(4)
Core Methods
(3)
Learning Paradigms
(3)
Architectures
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Techniques
(2)
Keywords
neural machine translation
(12)
domain adaptation
(4)
elastic weight consolidation
(3)
machine translation
(2)
beam search
(2)
transfer learning
(2)
biomedical translation
(2)
minimum risk training
(2)
gender bia
(2)
ensemble learning
(2)
language model
(1)
monte carlo sampling
(1)
inference procedure
(1)
training objective
(1)
coreference resolution
(1)
search strategy
(1)
document-level translation
(1)
transformer language model
(1)
word alignment
(1)
exposure bia
(1)
Papers
Domain adapted machine translation: What does catastrophic forgetting forget and why?
EMNLP 2024
First the Worst: Finding Better Gender Translations During Beam Search
ACL 2022
Addressing Exposure Bias With Document Minimum Risk Training: Cambridge at the WMT20 Biomedical Translation Task
EMNLP 2020
Inference-only sub-character decomposition improves translation of unseen logographic characters
AACL 2020
Neural Machine Translation Doesn’t Translate Gender Coreference Right Unless You Make It
COLING 2020
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem
ACL 2020
Using Context in Neural Machine Translation Training Objectives
ACL 2020
CUED@WMT19:EWC&LMs
ACL 2019
Domain Adaptive Inference for Neural Machine Translation
ACL 2019
UCAM Biomedical Translation at WMT19: Transfer Learning Multi-domain Ensembles
ACL 2019
An Operation Sequence Model for Explainable Neural Machine Translation
EMNLP 2018
Multi-representation ensembles and delayed SGD updates improve syntax-based NMT
ACL 2018
SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies
EMNLP 2017