Mark Neumann
13 papers · 2018–2021 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Renaissance Researcher (7)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(29)
π
Keyword Champion
(2)
π
Conference Pioneer
ποΈ
Keyword Collector
(60)
π
Trend Setter
π
Century Club
(13)
β‘
Prolific Year
(6)
Conferences
ACL (5)
EMNLP (4)
IJCNLP (2)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
natural language processing
(4)
relation extraction
(3)
transfer learning
(3)
language model
(3)
text annotation
(2)
representation learning
(2)
neural architecture
(2)
pdf annotation
(2)
bidirectional language model
(2)
named entity recognition
(2)
deep learning
(2)
contextual word representation
(2)
entity linking
(2)
multi-modal learning
(2)
text representation
(1)
dependency parsing
(1)
text mining
(1)
corpus creation
(1)
information extraction
(1)
citation analysis
(1)
Papers
PAWLS: PDF Annotation With Labels and Structure
IJCNLP 2021
PAWLS: PDF Annotation With Labels and Structure
ACL 2021
S2ORC: The Semantic Scholar Open Research Corpus
ACL 2020
PySBD: Pragmatic Sentence Boundary Disambiguation
EMNLP 2020
Knowledge Enhanced Contextual Word Representations
IJCNLP 2019
Knowledge Enhanced Contextual Word Representations
EMNLP 2019
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing
ACL 2019
Deep Contextualized Word Representations
NAACL 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform
ACL 2018
Dissecting Contextual Word Embeddings: Architecture and Representation
EMNLP 2018
Writing Code for NLP Research
EMNLP 2018
Deep contextualized word representations
ICLR 2018
Ontology alignment in the biomedical domain using entity definitions and context
ACL 2018