daniel wiechmann

SMHD-GER: A large-scale benchmark dataset for automatic mental health detection from social media in German

2023/5

MANTIS at# SMM4H 2023: Leveraging Hybrid and Ensemble Models for Detection of Social Anxiety Disorder on Reddit

medRxiv

2023

Toward explainable AI (XAI) for mental health detection based on language behavior

Frontiers in psychiatry

2023/12/7

What to fuse and how to fuse: Exploring emotion and personality fusion strategies for explainable mental disorder detection

2023/7

The best of both worlds: combining engineered features with transformers for improved mental health prediction from Reddit posts

2022/10

MANTIS at SMM4H’2022: pre-trained language models meet a suite of psycholinguistic features for the detection of self-reported chronic stress

2022/10

(Psycho-) Linguistic Features Meet Transformer Models for Improved Explainable and Controllable Text Simplification

arXiv preprint arXiv:2212.09848

2022/12/19

SPADE: A Big Five-mturk dataset of argumentative speech enriched with socio-demographics for personality detection

2022/6

Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media

arXiv preprint arXiv:2212.09839

2022/12/19

Pushing on personality detection from verbal behavior: A transformer meets text contours of psycholinguistic features

arXiv preprint arXiv:2204.04629

2022/4/10

MANTIS at TSAR-2022 shared task: Improved unsupervised lexical simplification with pretrained encoders

arXiv preprint arXiv:2212.09855

2022/12/19

Measuring the impact of (psycho-) linguistic and readability features and their spill over effects on the prediction of eye movement patterns

arXiv preprint arXiv:2203.08085

2022/3/15

Improving the generalizability of text-based emotion detection by leveraging transformers with psycholinguistic features

arXiv preprint arXiv:2212.09465

2022/12/19

Prediction of Listener Perception of Argumentative Speech in a Crowdsourced Dataset Using (Psycho-) Linguistic and Fluency Features

arXiv preprint arXiv:2111.07130

2021/11/13

FANG-COVID: A new large-scale benchmark dataset for fake news detection in German

2021/11

Alzheimer's Disease Detection from Spontaneous Speech Through Combining Linguistic Complexity and (Dis) Fluency Features with Pretrained Language Models

arXiv preprint arXiv:2106.08689

2021/6/16

Automated classification of written proficiency levels on the CEFR-scale through complexity contours and RNNs

2021/4

Language that captivates the audience: predicting affective ratings of ted talks in a multi-label classification task

2021/4

Understanding the dynamics of second language writing through keystroke logging and complexity contours

2020/5

Individual differences

Journal of Individual Differences

2016