| 2026 | LREC | MindSET: Advancing Mental Health Benchmarking through Large-Scale Social Media Data. | Saad Mankarious, Edward Kempa, Daniel Wiechmann, Elma Kerz, Yu Qiao, Ayah Zirikly |
| 2026 | LREC | ADHD-Lang: A Large-Scale Social Media Dataset for Verbal Behavior and Digital Phenotyping in Adult ADHD. | Daniel Wiechmann, Elma Kerz, Edward Kempa, Yu Qiao |
| 2023 | ACL | 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, Elma Kerz |
| 2023 | EACL | SMHD-GER: A Large-Scale Benchmark Dataset for Automatic Mental Health Detection from Social Media in German. | Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz |
| 2022 | ACL | Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns. | Daniel Wiechmann, Elma Kerz |
| 2022 | COLING | 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, Elma Kerz |
| 2022 | COLING | The Best of Both Worlds: Combining Engineered Features with Transformers for Improved Mental Health Prediction from Reddit Posts. | Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz |
| 2022 | LREC | SPADE: A Big Five-Mturk Dataset of Argumentative Speech Enriched with Socio-Demographics for Personality Detection. | Elma Kerz, Yu Qiao, Sourabh Zanwar, Daniel Wiechmann |
| 2021 | Interspeech | Alzheimer's Disease Detection from Spontaneous Speech Through Combining Linguistic Complexity and (Dis)Fluency Features with Pretrained Language Models. | Yu Qiao, Xuefeng Yin, Daniel Wiechmann, Elma Kerz |
| 2020 | CogSci | Personality Traits Moderate the Relationship between Statistical Learning Ability and Second-Language Learners' Sentence Comprehension. | Elma Kerz, Daniel Wiechmann, Tandis Silkens |
| 2020 | LREC | Understanding the Dynamics of Second Language Writing through Keystroke Logging and Complexity Contours. | Elma Kerz, Fabio Pruneri, Daniel Wiechmann, Yu Qiao, Marcus Strbel |
| 2019 | CogSci | Tuning to Multiple Statistics: Second Language Processing of Multiword Sequences Across Registers. | Elma Kerz, Daniel Wiechmann, Morten H. Christiansen |
| 2018 | IJCAI | Text Genre Classification Based on Linguistic Complexity Contours Using A Recurrent Neural Network. | Marcus Strbel, Elma Kerz, Daniel Wiechmann, Yu Qiao |
| 2013 | CogSci | Modeling Bilingual Children's Acquisition of Complex Sentences in German. | Daniel Wiechmann, Judith Steinfeld, Elma Kerz |