Johannes C. Eichstaedt

According to our database, Johannes C. Eichstaedt authored at least 31 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Robust language-based mental health assessments in time and space through social media.

Siddharth Mangalik, Johannes C. Eichstaedt, Salvatore Giorgi, Jihu Mun, Farhan Ahmed, Gilvir Gill, Adithya V. Ganesan, Shashanka Subrahmanya, Nikita Soni, Sean A. P. Clouston, H. Andrew Schwartz

npj Digit. Medicine, 2024

PsychAdapter: Adapting LLM Transformers to Reflect Traits, Personality and Mental Health.

Huy Vu, Huy Anh Nguyen, Adithya V. Ganesan, Swanie Juhng, Oscar N. E. Kjell, João Sedoc, Margaret L. Kern, Ryan L. Boyd, Lyle H. Ungar, H. Andrew Schwartz, Johannes C. Eichstaedt

CoRR, 2024

Explaining GPT-4's Schema of Depression Using Machine Behavior Analysis.

Adithya V. Ganesan, Vasudha Varadarajan, Yash Kumar Lal, Veerle C. Eijsbroek, Katarina Kjell, Oscar N. E. Kjell, Tanuja Dhanasekaran, Elizabeth C. Stade, Johannes C. Eichstaedt, Ryan L. Boyd, H. Andrew Schwartz, Lucie Flek

CoRR, 2024

Large Language Models Show Human-like Social Desirability Biases in Survey Responses.

Aadesh Salecha, Molly E. Ireland, Shashanka Subrahmanya, João Sedoc, Lyle H. Ungar, Johannes C. Eichstaedt

CoRR, 2024

2023

Detecting Symptoms of Depression on Reddit.

Tingting Liu, Devansh Jain, Shivani R. Rapole, Brenda Curtis, Johannes C. Eichstaedt, Lyle H. Ungar, Sharath Chandra Guntuku

Proceedings of the 15th ACM Web Science Conference 2023, 2023

Discourse-Level Representations can Improve Prediction of Degree of Anxiety.

Swanie Juhng, Matthew Matero, Vasudha Varadarajan, Johannes C. Eichstaedt, Adithya V. Ganesan, H. Andrew Schwartz

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Empathic Conversations: A Multi-level Dataset of Contextualized Conversations.

Damilola Omitaomu, Shabnam Tafreshi, Tingting Liu, Sven Buechel, Chris Callison-Burch, Johannes C. Eichstaedt, Lyle H. Ungar, João Sedoc

CoRR, 2022

Regional Negative Bias in Word Embeddings Predicts Racial Animus-but only via Name Frequency.

Austin Van Loon, Salvatore Giorgi, Robb Willer, Johannes C. Eichstaedt

CoRR, 2022

Negative Associations in Word Embeddings Predict Anti-black Bias across Regions-but Only via Name Frequency.

Austin Van Loon, Salvatore Giorgi, Robb Willer, Johannes C. Eichstaedt

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

2021

Information-seeking vs. sharing: Which explains regional health? An analysis of Google Search and Twitter trends.

Kokil Jaidka, Johannes C. Eichstaedt, Salvatore Giorgi, H. Andrew Schwartz, Lyle H. Ungar

Telematics Informatics, 2021

Well-Being Depends on Social Comparison: Hierarchical Models of Twitter Language Suggest That Richer Neighbors Make You Less Happy.

Salvatore Giorgi, Sharath Chandra Guntuku, Johannes C. Eichstaedt, Claire Pajot, H. Andrew Schwartz, Lyle H. Ungar

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

2020

Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods.

Kokil Jaidka, Salvatore Giorgi, H. Andrew Schwartz, Margaret L. Kern, Lyle H. Ungar, Johannes C. Eichstaedt

Proc. Natl. Acad. Sci. USA, 2020

World Trade Center responders in their own words: Predicting PTSD symptom trajectories with AI-based language analyses of interviews.

Youngseo Son, Sean A. P. Clouston, Roman Kotov, Johannes C. Eichstaedt, Evelyn J. Bromet, Benjamin J. Luft, H. Andrew Schwartz

CoRR, 2020

Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings.

Roshan Santosh, H. Andrew Schwartz, Johannes C. Eichstaedt, Lyle H. Ungar, Sharath Chandra Guntuku

Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

Explaining the Trump Gap in Social Distancing Using COVID Discourse.

Austin Van Loon, Sheridan Stewart, Brandon Waldon, Shrinidhi K. Lakshmikanth, Ishan Shah, Sharath Chandra Guntuku, Garrick Sherman, James Zou, Johannes C. Eichstaedt

Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

2019

What Twitter Profile and Posted Images Reveal about Depression and Anxiety.

Sharath Chandra Guntuku, Daniel Preotiuc-Pietro, Johannes C. Eichstaedt, Lyle H. Ungar

Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

Understanding and Measuring Psychological Stress Using Social Media.

Sharath Chandra Guntuku, Anneke Buffone, Kokil Jaidka, Johannes C. Eichstaedt, Lyle H. Ungar

Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

2018

Emerging Technology in Positive Psychology.

David B. Yaden, Johannes C. Eichstaedt, John D. Medaglia

Proceedings of the Pervasive Computing Paradigms for Mental Health, 2018

Modeling and Visualizing Locus of Control with Facebook Language.

Kokil Jaidka, Anneke Buffone, Johannes C. Eichstaedt, Masoud Rouhizadeh, Lyle H. Ungar

Proceedings of the Twelfth International Conference on Web and Social Media, 2018

2017

Recognizing Pathogenic Empathy in Social Media.

Muhammad Abdul-Mageed, Anneke Buffone, Hao Peng, Johannes C. Eichstaedt, Lyle H. Ungar

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

DLATK: Differential Language Analysis ToolKit.

H. Andrew Schwartz, Salvatore Giorgi, Maarten Sap, Patrick Crutchley, Lyle H. Ungar, Johannes C. Eichstaedt

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

Modelling Valence and Arousal in Facebook posts.

Daniel Preotiuc-Pietro, H. Andrew Schwartz, Gregory J. Park, Johannes C. Eichstaedt, Margaret L. Kern, Lyle H. Ungar, Elisabeth Shulman

Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, 2016

Predicting Individual Well-Being Through the Language of Social Media.

H. Andrew Schwartz, Maarten Sap, Margaret L. Kern, Johannes C. Eichstaedt, Adam Kapelner, Megha Agrawal, Eduardo Blanco, Lukasz Dziurzynski, Gregory J. Park, David Stillwell, Michal Kosinski, Martin E. P. Seligman, Lyle H. Ungar

Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

Does 'well-being' translate on Twitter?

Laura Smith, Salvatore Giorgi, Rishi Solanki, Johannes C. Eichstaedt, H. Andrew Schwartz, Muhammad Abdul-Mageed, Anneke Buffone, Lyle H. Ungar

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015

Extracting Human Temporal Orientation from Facebook Language.

H. Andrew Schwartz, Gregory J. Park, Maarten Sap, Evan Weingarten, Johannes C. Eichstaedt, Margaret L. Kern, David Stillwell, Michal Kosinski, Jonah Berger, Martin E. P. Seligman, Lyle H. Ungar

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

The role of personality, age, and gender in tweeting about mental illness.

Daniel Preotiuc-Pietro, Johannes C. Eichstaedt, Gregory J. Park, Maarten Sap, Laura Smith, Victoria Tobolsky, H. Andrew Schwartz, Lyle H. Ungar

Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2015

2014

Developing Age and Gender Predictive Lexica over Social Media.

Maarten Sap, Gregory J. Park, Johannes C. Eichstaedt, Margaret L. Kern, David Stillwell, Michal Kosinski, Lyle H. Ungar, H. Andrew Schwartz

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Towards Assessing Changes in Degree of Depression through Facebook.

H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Gregory J. Park, Maarten Sap, David Stillwell, Michal Kosinski, Lyle H. Ungar

Proceedings of the Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2014

2013

Choosing the Right Words: Characterizing and Reducing Error of the Word Count Approach.

H. Andrew Schwartz, Johannes C. Eichstaedt, Eduardo Blanco, Lukasz Dziurzynski, Margaret L. Kern, Stephanie Ramones, Martin E. P. Seligman, Lyle H. Ungar

Proceedings of the Second Joint Conference on Lexical and Computational Semantics, 2013

Characterizing Geographic Variation in Well-Being Using Tweets.

H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Lukasz Dziurzynski, Richard E. Lucas, Megha Agrawal, Gregory J. Park, Shrinidhi K. Lakshmikanth, Sneha Jha, Martin E. P. Seligman, Lyle H. Ungar

Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Toward Personality Insights from Language Exploration in Social Media.

H. Andrew Schwartz, Johannes C. Eichstaedt, Lukasz Dziurzynski, Margaret L. Kern, Eduardo Blanco, Michal Kosinski, David Stillwell, Martin E. P. Seligman, Lyle H. Ungar

Proceedings of the Analyzing Microtext, 2013