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Conference and Workshop Papers
- 2023
[c22]Sourabh Zanwar, Xiaofei Li, Daniel Wiechmann, Yu Qiao, Elma Kerz:
What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection. ACL (Findings) 2023: 8926-8940- [c21]Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz:
SMHD-GER: A Large-Scale Benchmark Dataset for Automatic Mental Health Detection from Social Media in German. EACL (Findings) 2023: 1496 - 2022
- [c20]Daniel Wiechmann, Elma Kerz:
Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns. ACL (1) 2022: 5276-5290 - [c19]Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz:
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media. LOUHI@EMNLP 2022: 184-196 - [c18]Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz:
MANTIS at SMM4H'2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress. SMM4H@COLING 2022: 16-18 - [c17]Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz:
The Best of Both Worlds: Combining Engineered Features with Transformers for Improved Mental Health Prediction from Reddit Posts. SMM4H@COLING 2022: 197-202 - [c16]Elma Kerz, Yu Qiao, Sourabh Zanwar, Daniel Wiechmann:
SPADE: A Big Five-Mturk Dataset of Argumentative Speech Enriched with Socio-Demographics for Personality Detection. LREC 2022: 6405-6419 - [c15]Elma Kerz, Yu Qiao, Sourabh Zanwar, Daniel Wiechmann:
Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic Features. WASSA@ACL 2022: 182-194 - 2021
- [c14]Elma Kerz, Daniel Wiechmann, Yu Qiao, Emma Tseng, Marcus Ströbel:
Automated Classification of Written Proficiency Levels on the CEFR-Scale through Complexity Contours and RNNs. BEA@EACL 2021: 199-209 - [c13]Yu Qiao, Xuefeng Yin, Daniel Wiechmann, Elma Kerz:
Alzheimer's Disease Detection from Spontaneous Speech Through Combining Linguistic Complexity and (Dis)Fluency Features with Pretrained Language Models. Interspeech 2021: 3805-3809 - [c12]Yu Qiao, Wei Zhou
, Elma Kerz, Ralf Schlüter:
The Impact of ASR on the Automatic Analysis of Linguistic Complexity and Sophistication in Spontaneous L2 Speech. Interspeech 2021: 4453-4457 - [c11]Elma Kerz, Yu Qiao, Daniel Wiechmann:
Language that Captivates the Audience: Predicting Affective Ratings of TED Talks in a Multi-Label Classification Task. WASSA@EACL 2021: 13-24 - 2020
- [c10]Elma Kerz, Yu Qiao, Daniel Wiechmann, Marcus Ströbel:
Becoming Linguistically Mature: Modeling English and German Children's Writing Development Across School Grades. BEA@ACL 2020: 65-74 - [c9]Elma Kerz, Daniel Wiechmann, Tandis Silkens:
Personality Traits Moderate the Relationship between Statistical Learning Ability and Second-Language Learners' Sentence Comprehension. CogSci 2020 - [c8]Elma Kerz, Fabio Pruneri, Daniel Wiechmann, Yu Qiao, Marcus Ströbel:
Understanding the Dynamics of Second Language Writing through Keystroke Logging and Complexity Contours. LREC 2020: 182-188 - 2019
- [c7]Elma Kerz, Daniel Wiechmann, Morten H. Christiansen:
Tuning to Multiple Statistics: Second Language Processing of Multiword Sequences Across Registers. CogSci 2019: 546-552 - [c6]Elma Kerz, Daniel Wiechmann:
Effects of Statistical Learning Ability on the Second Language Processing of Multiword Sequences. Europhras 2019: 200-214 - [c5]Elma Kerz, Arndt Heilmann, Stella Neumann:
L2 Processing Advantages of Multiword Sequences: Evidence from Eye-Tracking. MWE-WN@ACL 2019: 60-69 - 2018
- [c4]Marcus Ströbel, Elma Kerz, Daniel Wiechmann, Yu Qiao:
Text Genre Classification Based on Linguistic Complexity Contours Using A Recurrent Neural Network. MRC@IJCAI 2018: 56-63 - 2017
- [c3]Elma Kerz, Daniel Wiechmann:
Individual Differences in L2 Processing of Multi-word Phrases: Effects of Working Memory and Personality. Europhras 2017: 306-321 - 2016
- [c2]Marcus Ströbel, Elma Kerz, Daniel Wiechmann, Stella Neumann:
CoCoGen - Complexity Contour Generator: Automatic Assessment of Linguistic Complexity Using a Sliding-Window Technique. CL4LC@COLING 2016 2016: 23-31 - 2013
- [c1]Daniel Wiechmann, Judith Steinfeld, Elma Kerz:
Modeling Bilingual Children's Acquisition of Complex Sentences in German. CogSci 2013
Informal and Other Publications
- 2023
- [i10]Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz:
MANTIS at #SMM4H 2023: Leveraging Hybrid and Ensemble Models for Detection of Social Anxiety Disorder on Reddit. CoRR abs/2312.09451 (2023) - 2022
- [i9]Daniel Wiechmann, Yu Qiao, Elma Kerz, Justus Mattern:
Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns. CoRR abs/2203.08085 (2022) - [i8]Elma Kerz, Yu Qiao, Sourabh Zanwar, Daniel Wiechmann:
Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic Features. CoRR abs/2204.04629 (2022) - [i7]Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz:
Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features. CoRR abs/2212.09465 (2022) - [i6]Sourabh Zanwar, Daniel Wiechmann, Yu Qiao, Elma Kerz:
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media. CoRR abs/2212.09839 (2022) - [i5]Yu Qiao, Xiaofei Li, Daniel Wiechmann, Elma Kerz:
(Psycho-)Linguistic Features Meet Transformer Models for Improved Explainable and Controllable Text Simplification. CoRR abs/2212.09848 (2022) - [i4]Xiaofei Li, Daniel Wiechmann, Yu Qiao, Elma Kerz:
MANTIS at TSAR-2022 Shared Task: Improved Unsupervised Lexical Simplification with Pretrained Encoders. CoRR abs/2212.09855 (2022) - 2021
- [i3]Yu Qiao, Zhou Wei, Elma Kerz, Ralf Schlüter:
The Impact of ASR on the Automatic Analysis of Linguistic Complexity and Sophistication in Spontaneous L2 Speech. CoRR abs/2104.08529 (2021) - [i2]Yu Qiao, Xuefeng Yin, Daniel Wiechmann, Elma Kerz:
Alzheimer's Disease Detection from Spontaneous Speech through Combining Linguistic Complexity and (Dis)Fluency Features with Pretrained Language Models. CoRR abs/2106.08689 (2021) - [i1]Yu Qiao, Sourabh Zanwar, Rishab Bhattacharyya, Daniel Wiechmann, Wei Zhou, Elma Kerz, Ralf Schlüter:
Prediction of Listener Perception of Argumentative Speech in a Crowdsourced Dataset Using (Psycho-)Linguistic and Fluency Features. CoRR abs/2111.07130 (2021)
Coauthor Index
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