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ORCIDSourabh Zanwar
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2020 – today
- 2023
[c7]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- [c6]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 - [i7]Sourabh Zanwar:
Influence of the algorithm's reliability and transparency in the user's decision-making process. CoRR abs/2308.02492 (2023) - [i6]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
- [c5]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 - [c4]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 - [c3]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 - [c2]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 - [c1]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 - [i5]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) - [i4]Siddharth Mehrotra, Saurav Das, Sourabh Zanwar:
Action Bar Adaptations for One-Handed Use of Smartphones. CoRR abs/2208.08734 (2022) - [i3]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) - [i2]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) - 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)
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