Stephen Mayhew
16 papers · 2016–2024 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (23) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Deep Specialist
(11)
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Dynamic Duo
(11)
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Trend Setter
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Century Club Β· Bronze
ποΈ
Keyword Collector
(60)
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(13)
Understanding
(11)
Resources & Methods
(8)
Deep Learning
(7)
Machine Learning
(7)
Learning Types Β· Deep Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(4)
Learning Types Β· Machine Learning
(4)
Architectures
(3)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Keywords
named entity recognition
(12)
low-resource language
(3)
multilingual bert
(3)
cross-lingual transfer
(3)
transfer learning
(3)
text classification
(1)
sequence labeling
(1)
zero-shot learning
(1)
multilingual nlp
(1)
feature extraction
(1)
neural machine translation
(1)
machine translation
(1)
text generation
(1)
text annotation
(1)
part-of-speech tagging
(1)
language identification
(1)
paraphrase generation
(1)
neural architecture
(1)
contextual representation
(1)
weakly supervised learning
(1)
Papers
From Tarzan to Tolkien: Controlling the Language Proficiency Level of LLMs for Content Generation
ACL 2024
Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark
NAACL 2024
Building Low-Resource NER Models Using Non-Speaker Annotations
NAACL 2021
Cross-Lingual Ability of Multilingual BERT: An Empirical Study
ICLR 2020
Extending Multilingual BERT to Low-Resource Languages
EMNLP 2020
Robust Named Entity Recognition with Truecasing Pretraining
AAAI 2020
Simultaneous Translation and Paraphrase for Language Education
ACL 2020
BSNLP2019 Shared Task Submission: Multisource Neural NER Transfer
ACL 2019
Legal Linking: Citation Resolution and Suggestion in Constitutional Law
NAACL 2019
Named Entity Recognition with Partially Annotated Training Data
CoNLL 2019
ner and pos when nothing is capitalized
EMNLP 2019
On the Strength of Character Language Models for Multilingual Named Entity Recognition
EMNLP 2018
Simple Features for Strong Performance on Named Entity Recognition in Code-Switched Twitter Data
ACL 2018
TALEN: Tool for Annotation of Low-resource ENtities
ACL 2018
Cheap Translation for Cross-Lingual Named Entity Recognition
EMNLP 2017
Cross-Lingual Named Entity Recognition via Wikification
CoNLL 2016