Mark Neumann
11 papers · 2018–2021 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π Keyword Champion (3)
π§
Keyword Pioneer
π
Trend Setter
β‘
Prolific Year Β· Productive
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Conference Pioneer
π
Renaissance Researcher
(5)
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Century Club Β· Bronze
ποΈ
Keyword Collector
(60)
Top co-authors
Research topics
Natural Language Processing
(7)
Deep Learning
(6)
Machine Learning
(5)
Resources & Methods
(5)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(3)
Learning Types
(3)
Computer Science
(2)
Application Areas
(2)
Applications Β· Computer Science
(2)
Applications Β· Natural Language Processing
(2)
Architectures
(2)
Generation
(2)
Models
(2)
Keywords
natural language processing
(4)
transfer learning
(3)
bidirectional language model
(3)
named entity recognition
(2)
deep learning
(2)
language model
(2)
neural architecture
(2)
contextualized word representation
(2)
representation learning
(2)
relation extraction
(2)
text annotation
(1)
question answering
(1)
sentiment analysis
(1)
dependency parsing
(1)
semi-supervised learning
(1)
information extraction
(1)
entity linking
(1)
knowledge base
(1)
text representation
(1)
multimodal learning
(1)
Papers
PAWLS: PDF Annotation With Labels and Structure
ACL 2021
PySBD: Pragmatic Sentence Boundary Disambiguation
EMNLP 2020
S2ORC: The Semantic Scholar Open Research Corpus
ACL 2020
Knowledge Enhanced Contextual Word Representations
EMNLP 2019
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing
ACL 2019
AllenNLP: A Deep Semantic Natural Language Processing Platform
ACL 2018
Deep contextualized word representations
ICLR 2018
Deep Contextualized Word Representations
NAACL 2018
Dissecting Contextual Word Embeddings: Architecture and Representation
EMNLP 2018
Ontology alignment in the biomedical domain using entity definitions and context
ACL 2018
Writing Code for NLP Research
EMNLP 2018