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Ekta Sood
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Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention
E Sood, S Tannert, P Mueller, A Bulling
Advances in Neural Information Processing Systems (NeurIPS) 33, 1--15, 2020
972020
Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension
E Sood, S Tannert, D Frassinelli, A Bulling, NT Vu
Proc. ACL SIGNLL Conference on Computational Natural Language Learning …, 2020
882020
Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension
M Blohm, G Jagfeld, E Sood, X Yu, NT Vu
Proc. ACL SIGNLL Conference on Computational Natural Language Learning …, 2018
642018
Multimodal integration of human-like attention in visual question answering
E Sood, F Kögel, P Müller, D Thomas, M Bâce, A Bulling
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
412023
VQA-MHUG: A gaze dataset to study multimodal neural attention in VQA
E Sood, F Koegel, F Strohm, P Dhar, A Bulling
Proc. ACL SIGNLL Conference on Computational Natural Language Learning …, 2021
33*2021
Anticipating averted gaze in dyadic interactions
P Müller, E Sood, A Bulling
ACM Symposium on Eye Tracking Research and Applications, 1-10, 2020
192020
Neural photofit: Gaze-based mental image reconstruction
F Strohm, E Sood, S Mayer, P Müller, M Bâce, A Bulling
Proceedings of the IEEE/CVF International Conference on Computer Vision, 245-254, 2021
162021
Gaze-enhanced crossmodal embeddings for emotion recognition
A Abdou, E Sood, P Müller, A Bulling
Proceedings of the ACM on Human-Computer Interaction 6 (ETRA), 1-18, 2022
132022
Impact of Privacy Protection Methods of Lifelogs on Remembered Memories
P Elagroudy, M Khamis, F Mathis, D Irmscher, E Sood, A Bulling, ...
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023
102023
InteRead: an eye tracking dataset of interrupted reading
F Zermiani, P Dhar, E Sood, F Kögel, A Bulling, M Wirzberger
Proceedings of the 2024 joint international conference on computational …, 2024
92024
Facial composite generation with iterative human feedback
F Strohm, E Sood, D Thomas, M Bâce, A Bulling
Gaze Meets Machine Learning Workshop, 165-183, 2023
82023
Video language Co-Attention with multimodal Fast-Learning feature fusion for VideoQA
A Abdessaied, E Sood, A Bulling
Proceedings of the 7th Workshop on Representation Learning for NLP, 143-155, 2022
72022
Improving neural saliency prediction with a cognitive model of human visual attention
E Sood, L Shi, M Bortoletto, Y Wang, P Müller, A Bulling
Proceedings of the Annual Meeting of the Cognitive Science Society 45 (45), 2023
42023
Gears: Generalizable multi-purpose embeddings for gaze and hand data in vr interactions
P Hallgarten, N Sendhilnathan, T Zhang, E Sood, TR Jonker
Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and …, 2024
32024
ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction
E Sood, P Dhar, E Troiano, R Southwell, SK D’Mello
Proceedings of the 63rd Annual Meeting of the Association for Computational …, 2025
2025
Bridging cognitive and deep learning models of attention
E Sood, HPDA Bulling, MPDJ McClelland, MPDM Rohrbach
Dissertation, Stuttgart, Universität Stuttgart, 2024, 2025
2025
Interactive Workshop: Multimodal, Multiparty Learning Analytics (MMLA)
P Foltz, G Biswas, S D'Mello
Proceedings of the 18th International Conference on Educational Data Mining …, 2025
2025
Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention: Supplementary Material
E Sood, S Tannert, P Müller, A Bulling
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Articles 1–18