Melissa Dell
12 papers · 2022–2024 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Conference Polyglot
(5)
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(28)
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(12)
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Prolific Year
(5)
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Conferences
EMNLP (4)
ACL (3)
NIPS (3)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
contrastive learning
(5)
large language model
(3)
optical character recognition
(3)
entity disambiguation
(2)
document layout analysis
(2)
text retrieval
(2)
record linkage
(2)
image retrieval
(2)
document digitization
(2)
layout detection
(2)
bi-encoder model
(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
News Deja Vu: Connecting Past and Present with Semantic Search
NAACL 2024
Newswire: A Large-Scale Structured Database of a Century of Historical News
NIPS 2024
Efficient OCR for Building a Diverse Digital History
ACL 2024
Contrastive Entity Coreference and Disambiguation for Historical Texts
EMNLP 2024
LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models
ACL 2024
Data Contamination Report from the 2024 CONDA Shared Task
ACL 2024
A Massive Scale Semantic Similarity Dataset of Historical English
NIPS 2023
American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers
NIPS 2023
Quantifying Character Similarity with Vision Transformers
EMNLP 2023
EfficientOCR: An Extensible, Open-Source Package for Efficiently Digitizing World Knowledge
EMNLP 2023
Noise-Robust De-Duplication at Scale
ICLR 2023
OLALA: Object-Level Active Learning for Efficient Document Layout Annotation
EMNLP 2022