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Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention

, , , and . Advances in Neural Information Processing Systems, 33, page 6327--6341. Curran Associates, Inc., (2020)

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Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension, , , , and . Proc. ACL SIGNLL Conference on Computational Natural Language Learning (CoNLL), page 108--118. Association for Computational Linguistics, (2018)VQA-MHUG: A gaze dataset to study multimodal neural attention in VQA, , , , and . Proc. ACL SIGNLL Conference on Computational Natural Language Learning (CoNLL), page 27--43. Association for Computational Linguistics, (November 2021)spotlight.Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention, , , and . Advances in Neural Information Processing Systems (NeurIPS), page 1--15. (November 2020)spotlight.Anticipating Averted Gaze in Dyadic Interactions, , and . ETRA '20 Full Papers : ACM Symposium on Eye Tracking Research and Applications, page 7. New York, Association for Computing Machinery, (2020)Improving Natural Language Processing Tasks with Human Gaze-Guided Neural Attention, , , and . Advances in Neural Information Processing Systems, 33, page 6327--6341. Curran Associates, Inc., (2020)Impact of Privacy Protection Methods of Lifelogs on Remembered Memories, , , , , , and . CHI '23 : Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, page 508. New York, Association for Computing Machinery, (2023)InteRead: An Eye Tracking Dataset of Interrupted Reading, , , , , and . Proc. 31st Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING), page 1--16. (2024)Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension, , , , and . 24th Conference on Computational Natural Language Learning, page 12-25. Association For Computational Linguistics, (2020)Facial Composite Generation with Iterative Human Feedback, , , , and . Proceedings of The 1st Gaze Meets ML workshop, 210, page 165-183. PMLR, (2023)Gaze-enhanced Crossmodal Embeddings for Emotion Recognition, , , and . Proceedings of the ACM on Human-Computer Interaction, (2022)