no code implementations • SMM4H (COLING) 2022 • Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz
This paper describes our submission to Social Media Mining for Health (SMM4H) 2022 Shared Task 8, aimed at detecting self-reported chronic stress on Twitter.
no code implementations • SMM4H (COLING) 2022 • Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz
In recent years, there has been increasing interest in the application of natural language processing and machine learning techniques to the detection of mental health conditions (MHC) based on social media data.
1 code implementation • LREC 2022 • Elma Kerz, Yu Qiao, Sourabh Zanwar, Daniel Wiechmann
In recent years, there has been increasing interest in automatic personality detection based on language.
no code implementations • 19 Dec 2022 • Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz
In recent years, there has been increased interest in building predictive models that harness natural language processing and machine learning techniques to detect emotions from various text sources, including social media posts, micro-blogs or news articles.
no code implementations • 19 Dec 2022 • Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz
In recent years, there has been a surge of interest in research on automatic mental health detection (MHD) from social media data leveraging advances in natural language processing and machine learning techniques.
no code implementations • WASSA (ACL) 2022 • Elma Kerz, Yu Qiao, Sourabh Zanwar, Daniel Wiechmann
Research at the intersection of personality psychology, computer science, and linguistics has recently focused increasingly on modeling and predicting personality from language use.
no code implementations • 13 Nov 2021 • Yu Qiao, Sourabh Zanwar, Rishab Bhattacharyya, Daniel Wiechmann, Wei Zhou, Elma Kerz, Ralf Schlüter
One of the key communicative competencies is the ability to maintain fluency in monologic speech and the ability to produce sophisticated language to argue a position convincingly.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1