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Johannes C. Eichstaedt
Person information
- affiliation: Stanford University, CA, USA
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2020 – today
- 2024
- [j3]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
:
Robust language-based mental health assessments in time and space through social media. npj Digit. Medicine 7(1) (2024) - [i10]Aadesh Salecha, Molly E. Ireland, Shashanka Subrahmanya, João Sedoc, Lyle H. Ungar, Johannes C. Eichstaedt:
Large Language Models Show Human-like Social Desirability Biases in Survey Responses. CoRR abs/2405.06058 (2024) - [i9]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:
Explaining GPT-4's Schema of Depression Using Machine Behavior Analysis. CoRR abs/2411.13800 (2024) - [i8]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:
PsychAdapter: Adapting LLM Transformers to Reflect Traits, Personality and Mental Health. CoRR abs/2412.16882 (2024) - 2023
- [c22]Swanie Juhng, Matthew Matero, Vasudha Varadarajan, Johannes C. Eichstaedt, Adithya V. Ganesan
, H. Andrew Schwartz:
Discourse-Level Representations can Improve Prediction of Degree of Anxiety. ACL (2) 2023: 1500-1511 - [c21]Tingting Liu
, Devansh Jain
, Shivani R. Rapole
, Brenda Curtis
, Johannes C. Eichstaedt
, Lyle H. Ungar
, Sharath Chandra Guntuku
:
Detecting Symptoms of Depression on Reddit. WebSci 2023: 174-183 - [i7]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:
Robust language-based mental health assessments in time and space through social media. CoRR abs/2302.12952 (2023) - 2022
- [c20]Austin Van Loon, Salvatore Giorgi, Robb Willer, Johannes C. Eichstaedt:
Negative Associations in Word Embeddings Predict Anti-black Bias across Regions-but Only via Name Frequency. ICWSM 2022: 1419-1424 - [i6]Austin Van Loon, Salvatore Giorgi, Robb Willer, Johannes C. Eichstaedt:
Regional Negative Bias in Word Embeddings Predicts Racial Animus-but only via Name Frequency. CoRR abs/2201.08451 (2022) - [i5]Damilola Omitaomu, Shabnam Tafreshi, Tingting Liu, Sven Buechel, Chris Callison-Burch, Johannes C. Eichstaedt, Lyle H. Ungar, João Sedoc:
Empathic Conversations: A Multi-level Dataset of Contextualized Conversations. CoRR abs/2205.12698 (2022) - 2021
- [j2]Kokil Jaidka
, Johannes C. Eichstaedt
, Salvatore Giorgi, H. Andrew Schwartz, Lyle H. Ungar:
Information-seeking vs. sharing: Which explains regional health? An analysis of Google Search and Twitter trends. Telematics Informatics 59: 101540 (2021) - [c19]Salvatore Giorgi, Sharath Chandra Guntuku, Johannes C. Eichstaedt, Claire Pajot, H. Andrew Schwartz, Lyle H. Ungar:
Well-Being Depends on Social Comparison: Hierarchical Models of Twitter Language Suggest That Richer Neighbors Make You Less Happy. ICWSM 2021: 1069-1074 - 2020
- [j1]Kokil Jaidka
, Salvatore Giorgi, H. Andrew Schwartz
, Margaret L. Kern
, Lyle H. Ungar, Johannes C. Eichstaedt
:
Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods. Proc. Natl. Acad. Sci. USA 117(19): 10165-10171 (2020) - [c18]Austin Van Loon
, Sheridan Stewart, Brandon Waldon, Shrinidhi K. Lakshmikanth, Ishan Shah, Sharath Chandra Guntuku, Garrick Sherman, James Zou, Johannes C. Eichstaedt:
Explaining the Trump Gap in Social Distancing Using COVID Discourse. NLP4COVID@EMNLP 2020 - [c17]Roshan Santosh, H. Andrew Schwartz, Johannes C. Eichstaedt, Lyle H. Ungar, Sharath Chandra Guntuku:
Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings. NLP4COVID@EMNLP 2020 - [i4]Roshan Santosh, H. Andrew Schwartz, Johannes C. Eichstaedt, Lyle H. Ungar, Sharath Chandra Guntuku:
Detecting Emerging Symptoms of COVID-19 using Context-based Twitter Embeddings. CoRR abs/2011.03983 (2020) - [i3]Youngseo Son, Sean A. P. Clouston, Roman Kotov, Johannes C. Eichstaedt, Evelyn J. Bromet, Benjamin J. Luft, H. Andrew Schwartz:
World Trade Center responders in their own words: Predicting PTSD symptom trajectories with AI-based language analyses of interviews. CoRR abs/2011.06457 (2020)
2010 – 2019
- 2019
- [c16]Sharath Chandra Guntuku, Anneke Buffone, Kokil Jaidka, Johannes C. Eichstaedt, Lyle H. Ungar:
Understanding and Measuring Psychological Stress Using Social Media. ICWSM 2019: 214-225 - [c15]Sharath Chandra Guntuku, Daniel Preotiuc-Pietro, Johannes C. Eichstaedt, Lyle H. Ungar:
What Twitter Profile and Posted Images Reveal about Depression and Anxiety. ICWSM 2019: 236-246 - [i2]Sharath Chandra Guntuku, Daniel Preotiuc-Pietro, Johannes C. Eichstaedt, Lyle H. Ungar:
What Twitter Profile and Posted Images Reveal About Depression and Anxiety. CoRR abs/1904.02670 (2019) - 2018
- [c14]Kokil Jaidka, Anneke Buffone, Johannes C. Eichstaedt, Masoud Rouhizadeh, Lyle H. Ungar:
Modeling and Visualizing Locus of Control with Facebook Language. ICWSM 2018: 616-619 - [c13]David B. Yaden
, Johannes C. Eichstaedt, John D. Medaglia:
Emerging Technology in Positive Psychology. MindCare 2018: 92-96 - [i1]Sharath Chandra Guntuku, Anneke Buffone, Kokil Jaidka, Johannes C. Eichstaedt, Lyle H. Ungar:
Understanding and Measuring Psychological Stress using Social Media. CoRR abs/1811.07430 (2018) - 2017
- [c12]H. Andrew Schwartz, Salvatore Giorgi, Maarten Sap, Patrick Crutchley
, Lyle H. Ungar, Johannes C. Eichstaedt:
DLATK: Differential Language Analysis ToolKit. EMNLP (System Demonstrations) 2017: 55-60 - [c11]Muhammad Abdul-Mageed, Anneke Buffone, Hao Peng, Johannes C. Eichstaedt, Lyle H. Ungar:
Recognizing Pathogenic Empathy in Social Media. ICWSM 2017: 448-451 - 2016
- [c10]Laura Smith, Salvatore Giorgi, Rishi Solanki, Johannes C. Eichstaedt, H. Andrew Schwartz, Muhammad Abdul-Mageed, Anneke Buffone, Lyle H. Ungar:
Does 'well-being' translate on Twitter? EMNLP 2016: 2042-2047 - [c9]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:
Predicting Individual Well-Being Through the Language of Social Media. PSB 2016: 516-527 - [c8]Daniel Preotiuc-Pietro, H. Andrew Schwartz, Gregory J. Park, Johannes C. Eichstaedt, Margaret L. Kern, Lyle H. Ungar, Elisabeth Shulman:
Modelling Valence and Arousal in Facebook posts. WASSA@NAACL-HLT 2016: 9-15 - 2015
- [c7]Daniel Preotiuc-Pietro, Johannes C. Eichstaedt, Gregory J. Park, Maarten Sap, Laura Smith, Victoria Tobolsky, H. Andrew Schwartz, Lyle H. Ungar:
The role of personality, age, and gender in tweeting about mental illness. CLPsych@HLT-NAACL 2015: 21-30 - [c6]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:
Extracting Human Temporal Orientation from Facebook Language. HLT-NAACL 2015: 409-419 - 2014
- [c5]H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern, Gregory J. Park, Maarten Sap, David Stillwell, Michal Kosinski, Lyle H. Ungar:
Towards Assessing Changes in Degree of Depression through Facebook. CLPsych@ACL 2014: 118-125 - [c4]Maarten Sap, Gregory J. Park, Johannes C. Eichstaedt, Margaret L. Kern, David Stillwell, Michal Kosinski
, Lyle H. Ungar, H. Andrew Schwartz:
Developing Age and Gender Predictive Lexica over Social Media. EMNLP 2014: 1146-1151 - 2013
- [c3]H. Andrew Schwartz, Johannes C. Eichstaedt, Lukasz Dziurzynski, Margaret L. Kern, Eduardo Blanco, Michal Kosinski, David Stillwell, Martin E. P. Seligman, Lyle H. Ungar:
Toward Personality Insights from Language Exploration in Social Media. AAAI Spring Symposium: Analyzing Microtext 2013 - [c2]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:
Characterizing Geographic Variation in Well-Being Using Tweets. ICWSM 2013 - [c1]H. Andrew Schwartz, Johannes C. Eichstaedt, Eduardo Blanco, Lukasz Dziurzynski, Margaret L. Kern, Stephanie Ramones, Martin E. P. Seligman, Lyle H. Ungar:
Choosing the Right Words: Characterizing and Reducing Error of the Word Count Approach. *SEM@NAACL-HLT 2013: 296-305
Coauthor Index
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