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2022
2021
The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task, James Barry, Alireza Mohammadshahi, Joachim Wagner, Jennifer Foster and James Henderson, in: Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies, Online, pages 204-212, Association for Computational Linguistics, 2021
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Gradient-based Methods for Deep Model Interpretability, Suraj Srinivas, École polytechnique fédérale de Lausanne, 2021
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An Attention Mechanism for Deep Q-Networks with Applications in Robotic Pushing, Marco Ewerton, Sylvain Calinon and Jean-Marc Odobez, in: Proc. of Workshop on Emerging paradigms for robotic manipulation: from the lab to the productive world, ICRA, 2021
Improving Generalization of Deepfake Detection with Data Farming and Few-Shot Learning, Pavel Korshunov and Sébastien Marcel, in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021
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Multi-Adversarial Learning for Cross-Lingual Word Embeddings, Haozhou Wang, James Henderson and Paola Merlo, in: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Online, pages 463-472, 2021
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning, Christos Theodoropoulos, James Henderson, Andrei Catalin Coman and Marie-Francine Moens, in: Proceedings of the 25th Conference on Computational Natural Language Learning, Online, pages 337-348, Association for Computational Linguistics, 2021
DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation, Mohammad Mahdi Johari, Camilla Carta and Francois Fleuret, in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pages 6039-6048, 2021
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Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement, Alireza Mohammadshahi and James Henderson, in: Transactions of the Association for Computational Linguistics (2021), 9:18, 2021
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Fairness in Biometrics: a figure of merit to assess biometric verification systems, Tiago de Freitas Pereira and Sébastien Marcel, in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021
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What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP, Oskar Wysocki, Malina Florea, Donal Landers and Andre Freitas, in: EMNLP, 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021
Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders, Giangiacomo Mercatali and Andre Freitas, in: The 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Readback Error Detection by Automatic Speech Recognition to Increase ATM Safety, Hartmut Helmke, Matthias Kleinert, Shruthi Shetty, Oliver Ohneiser, heiko Ehr, Hörður Arilíusson, Teodor S. Simiganoschi, Amrutha Prasad, Petr Motlicek, Karel Vesely, Karel Ondřej, Pavel Smrz, Julia Harfmann and Christian Windisch, in: Fourteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2021), The United States Federal Aviation Administration (FAA), EUROCONTROL, pages 10, 2021
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On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning, Marc Tanti, Lonneke van der Plas, Claudia Borg and Albert Gatt, in: Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021
Motion Mappings for Continuous Bilateral Teleoperation, Xiao Gao, J. Silverio, E. Pignat, Sylvain Calinon, Miao Li and Xiaohui Xiao, in: IEEE Robotics and Automation Letters, 6(3):5048-5055, 2021
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Sequential Robot Imitation Learning from Observations, A. K. Tanwani, A. Yan, J. Lee, Sylvain Calinon and K. Goldberg, in: International Journal of Robotics Research (IJRR), 2021
Multimodal Neural Machine Translation System for English to Bengali, Shantipriya Parida, Subhadarshi Panda, Satya Prakash Biswal, Ketan Kotwal, Arghyadeep Sen, Satya Ranjan Dash and Petr Motlicek, in: Proceedings of the First Workshop on Multimodal Machine Translation for Low Resource Languages (MMTLRL 2021), Online (Virtual Mode), pages 31--39, INCOMA Ltd., 2021
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Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution), Shantipriya Parida, Subhadarshi Panda, Amulya Ratna Dash, Esaú VILLATORO-TELLO, A. Seza Dogruöz, Rosa M. Ortega-Mendoza, Amadeo Hernández, Yashvardhan Sharma and Petr Motlicek, in: Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas, pages 218–223, Association for Computational Linguistics, 2021
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Unshuffling data for improved generalization in visual question answering, Damien Teney, Ehsan Abbasnejad and Anton van den Hengel, in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
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Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models, Zheyuan Liu, Cristian Rodriguez-Opazo, Damien Teney and Stephen Gould, in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
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