Publications

Ekta Sood, Simon Tannert, Diego Frassinelli, Andreas Bulling, and Ngoc Thang Vu. Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension. Proceedings of the 24th Conference on Computational Natural Language Learning, 12--25, Association for Computational Linguistics, Online, November 2020. [PUMA: EXC2075 PN6 PN7 PN7-5 curated] URL

Ekta Sood, Simon Tannert, Philipp Mueller, and Andreas Bulling. Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention. In H. Larochelle, M. Ranzato, R. Hadsell, M. F. Balcan, and H. Lin (Eds.), Advances in Neural Information Processing Systems, (33):6327--6341, Curran Associates, Inc., 2020. [PUMA: EXC2075 PN7 PN7-5 curated] URL

Philipp Müller, Ekta Sood, and Andreas Bulling. Anticipating Averted Gaze in Dyadic Interactions. ACM Symposium on Eye Tracking Research and Applications, 1–10, Association for Computing Machinery, New York, NY, USA, Jun 2, 2020. [PUMA: EXC2075 PN7 PN7-5 curated] URL

Ekta Sood, Fabian Kögel, Philipp Müller, Dominike Thomas, Mihai Bâce, and Andreas Bulling. Multimodal Integration of Human-Like Attention in Visual Question Answering. 1--11, October 2021. [PUMA: EXC2075 PN7 PN7-5 curated] URL

Florian Strohm, Ekta Sood, Sven Mayer, Philipp Müller, Mihai Bâce, and Andreas Bulling. Neural Photofit : Gaze-based Mental Image Reconstruction. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 245-254, IEEE, Piscataway, 2021. [PUMA: EXC2075 PN7 PN7-5 curated]

Ekta Sood, Lei Shi, Matteo Bortoletto, Yao Wang, Philipp Müller, and Andreas Bulling. Improving Neural Saliency Prediction with a Cognitive Model of Human Visual Attention. Proc. the 45th Annual Meeting of the Cognitive Science Society (CogSci), 3639--3646, July 2023. [PUMA: EXC2075 PN7 PN7-5 curated]

Passant Elagroudy, Mohamed Khamis, Florian Mathis, Diana Irmscher, Ekta Sood, Andreas Bulling, and Albrecht Schmidt. Impact of Privacy Protection Methods of Lifelogs on Remembered Memories. Proc. ACM SIGCHI Conference on Human Factors in Computing Systems (CHI), 1--10, 2023. [PUMA: EXC2075 PN7 PN7-5 curated]

Francesca Zermiani, Prajit Dhar, Ekta Sood, Fabian Kögel, Andreas Bulling, and Maria Wirzberger. InteRead: An Eye Tracking Dataset of Interrupted Reading. Proc. 31st Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING), 9154--9169, 2024. [PUMA: EXC2075 PN7 PN7-5 curated] URL

Florian Strohm, Ekta Sood, Dominike Thomas, Mihai Bâce, and Andreas Bulling. Facial Composite Generation with Iterative Human Feedback. In Ismini Lourentzou, Joy Wu, Satyananda Kashyap, Alexandros Karargyris, Leo Anthony Celi, Ban Kawas, and Sachin Talathi (Eds.), Proc. The 1st Gaze Meets ML workshop, PMLR, (210):165--183, PMLR, 03 Dec 2023. [PUMA: EXC2075 PN7 PN7-5 curated] URL

Ekta Sood, Fabian Kögel, Florian Strohm, Prajit Dhar, and Andreas Bulling. VQA-MHUG: A gaze dataset to study multimodal neural attention in VQA. Proc. ACL SIGNLL Conference on Computational Natural Language Learning (CoNLL), 27--43, Association for Computational Linguistics, November 2021. [PUMA: PN7 PN7-5 curated exc2075]

Ahmed Abdou, Ekta Sood, Philipp Müller, and Andreas Bulling. Gaze-enhanced Crossmodal Embeddings for Emotion Recognition. Proc. International Symposium on Eye Tracking Research and Applications (ETRA), (6):1--18, 2022. [PUMA: curated exc2075 pn7 pn7-5]

Adnen Abdessaied, Ekta Sood, and Andreas Bulling. Video Language Co-Attention with Multimodal Fast-Learning Feature Fusion for VideoQA. Proceedings of the 7th Workshop on Representation Learning for NLP, 143-155, Association for Computational Linguistics, Stroudsburg, 2022. [PUMA: PN7 PN7-5 curated exc2075]