Emily Silcock
7 papers · 2023–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
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Keyword Champion
Venues
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Application Areas
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Understanding
(2)
Applications
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
contrastive learning
(4)
bi-encoder model
(3)
large language model
(3)
entity disambiguation
(2)
multimodal learning
(1)
semantic search
(1)
coreference resolution
(1)
knowledge base
(1)
document layout analysis
(1)
text retrieval
(1)
semantic similarity
(1)
language model
(1)
pretraining corpus
(1)
data contamination
(1)
neural network embedding
(1)
entity coreference
(1)
entity recognition
(1)
text classification
(1)
optical character recognition
(1)
semantic change
(1)
Papers
Contrastive Entity Coreference and Disambiguation for Historical Texts
EMNLP 2024
Data Contamination Report from the 2024 CONDA Shared Task
ACL 2024
News Deja Vu: Connecting Past and Present with Semantic Search
NAACL 2024
Newswire: A Large-Scale Structured Database of a Century of Historical News
NeurIPS 2024
A Massive Scale Semantic Similarity Dataset of Historical English
NeurIPS 2023
American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers
NeurIPS 2023
Noise-Robust De-Duplication at Scale
ICLR 2023