Daniel Wiechmann

31 papers A 1B 5Journal 11Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	MindSET: Advancing Mental Health Benchmarking through Large-Scale Social Media Data. CoRR Saad Mankarious, Ayah Zirikly, Daniel Wiechmann, Elma Kerz, Edward Kempa, Yu Qiao
2024	J	`jnl`	Transparent but Powerful: Explainability, Accuracy, and Generalizability in ADHD Detection from Social Media Data. CoRR Daniel Wiechmann, Edward Kempa, Elma Kerz, Yu Qiao
2023	J	`jnl`	MANTIS at #SMM4H 2023: Leveraging Hybrid and Ensemble Models for Detection of Social Anxiety Disorder on Reddit. CoRR Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz
2023	—	`conf`	SMHD-GER: A Large-Scale Benchmark Dataset for Automatic Mental Health Detection from Social Media in German. EACL (Findings) Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz
2023	—	`conf`	What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection. ACL (Findings) Sourabh Zanwar, Xiaofei Li, Daniel Wiechmann, Yu Qiao, Elma Kerz
2022	J	`jnl`	(Psycho-)Linguistic Features Meet Transformer Models for Improved Explainable and Controllable Text Simplification. CoRR Yu Qiao, Xiaofei Li, Daniel Wiechmann, Elma Kerz
2022	—	`conf`	Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media. LOUHI@EMNLP Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz
2022	J	`jnl`	Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media. CoRR Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz
2022	J	`jnl`	Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features. CoRR Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz
2022	—	`conf`	MANTIS at SMM4H'2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress. SMM4H@COLING Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz
2022	J	`jnl`	MANTIS at TSAR-2022 Shared Task: Improved Unsupervised Lexical Simplification with Pretrained Encoders. CoRR Xiaofei Li, Daniel Wiechmann, Yu Qiao, Elma Kerz
2022	—	`conf`	Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns. ACL (1) Daniel Wiechmann, Elma Kerz
2022	J	`jnl`	Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns. CoRR Daniel Wiechmann, Yu Qiao, Elma Kerz, Justus Mattern
2022	—	`conf`	Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic Features. WASSA@ACL Elma Kerz, Yu Qiao, Sourabh Zanwar, Daniel Wiechmann
2022	J	`jnl`	Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic Features. CoRR Elma Kerz, Yu Qiao, Sourabh Zanwar, Daniel Wiechmann
2022	B	`conf`	SPADE: A Big Five-Mturk Dataset of Argumentative Speech Enriched with Socio-Demographics for Personality Detection. LREC Elma Kerz, Yu Qiao, Sourabh Zanwar, Daniel Wiechmann
2022	—	`conf`	The Best of Both Worlds: Combining Engineered Features with Transformers for Improved Mental Health Prediction from Reddit Posts. SMM4H@COLING Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz
2021	A	`conf`	Alzheimer's Disease Detection from Spontaneous Speech Through Combining Linguistic Complexity and (Dis)Fluency Features with Pretrained Language Models. Interspeech Yu Qiao, Xuefeng Yin, Daniel Wiechmann, Elma Kerz
2021	J	`jnl`	Alzheimer's Disease Detection from Spontaneous Speech through Combining Linguistic Complexity and (Dis)Fluency Features with Pretrained Language Models. CoRR Yu Qiao, Xuefeng Yin, Daniel Wiechmann, Elma Kerz
2021	—	`conf`	Automated Classification of Written Proficiency Levels on the CEFR-Scale through Complexity Contours and RNNs. BEA@EACL Elma Kerz, Daniel Wiechmann, Yu Qiao, Emma Tseng, Marcus Ströbel
2021	—	`conf`	Language that Captivates the Audience: Predicting Affective Ratings of TED Talks in a Multi-Label Classification Task. WASSA@EACL Elma Kerz, Yu Qiao, Daniel Wiechmann
2021	J	`jnl`	Prediction of Listener Perception of Argumentative Speech in a Crowdsourced Dataset Using (Psycho-)Linguistic and Fluency Features. CoRR Yu Qiao, Sourabh Zanwar, Rishab Bhattacharyya, Daniel Wiechmann, Wei Zhou, Elma Kerz, Ralf Schlüter
2020	—	`conf`	Becoming Linguistically Mature: Modeling English and German Children's Writing Development Across School Grades. BEA@ACL Elma Kerz, Yu Qiao, Daniel Wiechmann, Marcus Ströbel
2020	B	`conf`	Personality Traits Moderate the Relationship between Statistical Learning Ability and Second-Language Learners' Sentence Comprehension. CogSci Elma Kerz, Daniel Wiechmann, Tandis Silkens
2020	B	`conf`	Understanding the Dynamics of Second Language Writing through Keystroke Logging and Complexity Contours. LREC Elma Kerz, Fabio Pruneri, Daniel Wiechmann, Yu Qiao, Marcus Ströbel
2019	—	`conf`	Effects of Statistical Learning Ability on the Second Language Processing of Multiword Sequences. Europhras Elma Kerz, Daniel Wiechmann
2019	B	`conf`	Tuning to Multiple Statistics: Second Language Processing of Multiword Sequences Across Registers. CogSci Elma Kerz, Daniel Wiechmann, Morten H. Christiansen
2018	—	`conf`	Text Genre Classification Based on Linguistic Complexity Contours Using A Recurrent Neural Network. MRC@IJCAI Marcus Ströbel, Elma Kerz, Daniel Wiechmann, Yu Qiao
2017	—	`conf`	Individual Differences in L2 Processing of Multi-word Phrases: Effects of Working Memory and Personality. Europhras Elma Kerz, Daniel Wiechmann
2016	—	`conf`	CoCoGen - Complexity Contour Generator: Automatic Assessment of Linguistic Complexity Using a Sliding-Window Technique. CL4LC@COLING 2016 Marcus Ströbel, Elma Kerz, Daniel Wiechmann, Stella Neumann
2013	B	`conf`	Modeling Bilingual Children's Acquisition of Complex Sentences in German. CogSci Daniel Wiechmann, Judith Steinfeld, Elma Kerz