Yu Qiao

26 papers A 2B 2Journal 12Unranked 10
YearRankTypeTitle / 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 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
2021 A conf
The Impact of ASR on the Automatic Analysis of Linguistic Complexity and Sophistication in Spontaneous L2 Speech.
Interspeech
Yu Qiao, Wei Zhou, Elma Kerz, Ralf Schlüter
2021 J jnl
The Impact of ASR on the Automatic Analysis of Linguistic Complexity and Sophistication in Spontaneous L2 Speech.
CoRR
Yu Qiao, Zhou Wei, 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
Understanding the Dynamics of Second Language Writing through Keystroke Logging and Complexity Contours.
LREC
Elma Kerz, Fabio Pruneri, Daniel Wiechmann, Yu Qiao, Marcus Ströbel
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