Johannes Eichstaedt
10 papers · 2014–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half
🌈
Renaissance Researcher
(6)
❓
The Questioner
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(6)
Natural Language Processing
(5)
Applications · Natural Language Processing
(4)
Data Science & Analytics
(3)
Interdisciplinary
(3)
Applications · Data Science & Analytics
(3)
Social
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Core AI
(2)
Computer Vision
(1)
Deep Learning
(1)
Analysis
(1)
Keywords
text classification
(4)
sentiment analysis
(4)
social media analysis
(3)
mental health
(2)
dynamic topic model
(1)
semantic analysis
(1)
text analysis
(1)
social behavior
(1)
language model
(1)
word embedding
(1)
support vector machine
(1)
graph-based method
(1)
adverse drug reaction
(1)
semantic association
(1)
discourse analysis
(1)
time series
(1)
language analysis
(1)
longitudinal analysis
(1)
topic modeling
(1)
natural language processing
(1)
Papers
Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis
EACL 2024
Discourse-Level Representations can Improve Prediction of Degree of Anxiety
ACL 2023
WWBP-SQT-lite: Multi-level Models and Difference Embeddings for Moments of Change Identification in Mental Health Forums
NAACL 2022
Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings
EMNLP 2020
Explaining the Trump Gap in Social Distancing Using COVID Discourse
EMNLP 2020
Understanding Weekly COVID-19 Concerns through Dynamic Content-Specific LDA Topic Modeling
EMNLP 2020
DLATK: Differential Language Analysis ToolKit
EMNLP 2017
Does ‘well-being’ translate on Twitter?
EMNLP 2016
Extracting Human Temporal Orientation from Facebook Language
NAACL 2015
Developing Age and Gender Predictive Lexica over Social Media
EMNLP 2014