Melissa Dell
12 papers · 2022–2024 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (34) π Keyword Champion (3)
π₯
Mega-Team Β· Squad
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(60)
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Century Club Β· Bronze
β‘
Prolific Year Β· Productive
Venues
Top co-authors
Research topics
Machine Learning
(10)
Natural Language Processing
(6)
Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Application Areas
(4)
Core Methods
(4)
Computer Vision
(3)
Architectures
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Applications
(2)
Domain-Specific
(2)
Learning Types Β· Deep Learning
(2)
Processing
(2)
Resources & Methods
(2)
Keywords
contrastive learning
(6)
optical character recognition
(3)
bi-encoder model
(3)
large language model
(3)
entity disambiguation
(2)
document layout analysis
(2)
image retrieval
(2)
text retrieval
(2)
document digitization
(2)
layout detection
(2)
record linkage
(2)
multimodal learning
(1)
vision transformer
(1)
named entity recognition
(1)
model evaluation
(1)
semi-supervised learning
(1)
image segmentation
(1)
self-supervised learning
(1)
object detection
(1)
metric learning
(1)
Papers
Contrastive Entity Coreference and Disambiguation for Historical Texts
EMNLP 2024
Data Contamination Report from the 2024 CONDA Shared Task
ACL 2024
Efficient OCR for Building a Diverse Digital History
ACL 2024
LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models
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
EfficientOCR: An Extensible, Open-Source Package for Efficiently Digitizing World Knowledge
EMNLP 2023
Noise-Robust De-Duplication at Scale
ICLR 2023
Quantifying Character Similarity with Vision Transformers
EMNLP 2023
OLALA: Object-Level Active Learning for Efficient Document Layout Annotation
EMNLP 2022