Michael J. Paul
17 papers · 2012–2021 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (31) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π§
Keyword Pioneer
ποΈ
Keyword Collector
(63)
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
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Trend Setter
Top co-authors
Research topics
Machine Learning
(12)
Natural Language Processing
(10)
Core Methods
(8)
Applications Β· Natural Language Processing
(6)
Artificial Intelligence
(5)
Resources & Methods
(5)
Interdisciplinary
(4)
Application Areas
(4)
Core AI
(3)
Learning Paradigms
(3)
Social
(3)
Data Science & Analytics
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Applications Β· Data Science & Analytics
(2)
Keywords
text classification
(6)
document classification
(2)
probabilistic topic model
(2)
social media mining
(2)
domain adaptation
(2)
sentiment analysis
(2)
temporal shift
(2)
adverse drug reaction
(2)
intrinsic evaluation
(2)
multilingual topic model
(2)
gibbs sampling
(2)
cross-lingual word embedding
(2)
cross-lingual transfer
(2)
named entity recognition
(1)
bayesian inference
(1)
social media analysis
(1)
knowledge transfer
(1)
causal inference
(1)
feature selection
(1)
latent dirichlet allocation
(1)
Papers
User Factor Adaptation for User Embedding via Multitask Learning
EACL 2021
Why Overfitting Isnβt Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries
ACL 2020
Analyzing Bayesian Crosslingual Transfer in Topic Models
NAACL 2019
Are Online Reviews of Physicians Biased Against Female Providers?
MLHC 2019
A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity
ACL 2019
Evaluating Topic Quality with Posterior Variability
EMNLP 2019
Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models
ACL 2019
Overview of the Fourth Social Media Mining for Health (SMM4H) Shared Tasks at ACL 2019
ACL 2019
Examining Temporality in Document Classification
ACL 2018
Learning Multilingual Topics from Incomparable Corpora
COLING 2018
Lessons from the Bible on Modern Topics: Low-Resource Multilingual Topic Model Evaluation
NAACL 2018
Overview of the Third Social Media Mining for Health (SMM4H) Shared Tasks at EMNLP 2018
EMNLP 2018
Feature Selection as Causal Inference: Experiments with Text Classification
CoNLL 2017
Drug Extraction from the Web: Summarizing Drug Experiences with Multi-Dimensional Topic Models
NAACL 2013
Separating Fact from Fear: Tracking Flu Infections on Twitter
NAACL 2013
Implicitly Intersecting Weighted Automata using Dual Decomposition
NAACL 2012
Mixed Membership Markov Models for Unsupervised Conversation Modeling
EMNLP 2012