Prediction of Listener Perception of Argumentative Speech in a Crowdsourced Dataset Using (Psycho-)Linguistic and Fluency Features. - Yu Qiao 005; Sourabh Zanwar; Rishab Bhattacharyya; Daniel Wiechmann; Wei Zhou 043; Elma Kerz; Ralf Schlüter (CoRR, 2021)

Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media. - Sourabh Zanwar; Daniel Wiechmann; Yu Qiao 005; Elma Kerz (LOUHI@EMNLP, 2022)

MANTIS at SMM4H'2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress. - Sourabh Zanwar; Daniel Wiechmann; Yu Qiao 005; Elma Kerz (SMM4H@COLING, 2022)

The Best of Both Worlds: Combining Engineered Features with Transformers for Improved Mental Health Prediction from Reddit Posts. - Sourabh Zanwar; Daniel Wiechmann; Yu Qiao 005; Elma Kerz (SMM4H@COLING, 2022)

SPADE: A Big Five-Mturk Dataset of Argumentative Speech Enriched with Socio-Demographics for Personality Detection. - Elma Kerz; Yu Qiao 005; Sourabh Zanwar; Daniel Wiechmann (LREC, 2022)

Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic Features. - Elma Kerz; Yu Qiao 005; Sourabh Zanwar; Daniel Wiechmann (WASSA@ACL, 2022)

Action Bar Adaptations for One-Handed Use of Smartphones. - Siddharth Mehrotra; Saurav Das; Sourabh Zanwar (CoRR, 2022)

Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features. - Sourabh Zanwar; Daniel Wiechmann; Yu Qiao 005; Elma Kerz (CoRR, 2022)

What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection. - Sourabh Zanwar; Xiaofei Li; Daniel Wiechmann; Yu Qiao 005; Elma Kerz (ACL (Findings), 2023)

SMHD-GER: A Large-Scale Benchmark Dataset for Automatic Mental Health Detection from Social Media in German. - Sourabh Zanwar; Daniel Wiechmann; Yu Qiao 005; Elma Kerz (EACL (Findings), 2023)

Influence of the algorithm's reliability and transparency in the user's decision-making process. - Sourabh Zanwar (CoRR, 2023)

MANTIS at #SMM4H 2023: Leveraging Hybrid and Ensemble Models for Detection of Social Anxiety Disorder on Reddit. - Sourabh Zanwar; Daniel Wiechmann; Yu Qiao 005; Elma Kerz (CoRR, 2023)