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Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System


Jul 24, 2022
Chang Tian, Wenpeng Yin, Marie-Francine Moens

* NAACL Findings 2022, see https://aclanthology.org/2022.findings-naacl.43 

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Entropy-based Stability-Plasticity for Lifelong Learning


Apr 18, 2022
Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens

* Accepted paper at CLVision 3rd Edition, CVPR2022 

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Evaluation Benchmarks for Spanish Sentence Representations


Apr 15, 2022
Vladimir Araujo, Andrés Carvallo, Souvik Kundu, José Cañete, Marcelo Mendoza, Robert E. Mercer, Felipe Bravo-Marquez, Marie-Francine Moens, Alvaro Soto

* Accepted paper at LREC2022 

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Finding Structural Knowledge in Multimodal-BERT


Mar 17, 2022
Victor Milewski, Miryam de Lhoneux, Marie-Francine Moens

* Accepted at ACL 2022 

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Find a Way Forward: a Language-Guided Semantic Map Navigator


Mar 07, 2022
Zehao Wang, Mingxiao Li, Minye Wu, Marie-Francine Moens, Tinne Tuytelaars

* First two authors contributed equally 

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Modeling Coreference Relations in Visual Dialog


Mar 06, 2022
Mingxiao Li, Marie-Francine Moens


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Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering


Mar 06, 2022
Mingxiao Li, Marie-Francine Moens


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Discrete and continuous representations and processing in deep learning: Looking forward


Jan 04, 2022
Ruben Cartuyvels, Graham Spinks, Marie-Francine Moens

* AI Open 2 (2021) 

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Two-phase training mitigates class imbalance for camera trap image classification with CNNs


Dec 29, 2021
Farjad Malik, Simon Wouters, Ruben Cartuyvels, Erfan Ghadery, Marie-Francine Moens


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Analysis and Prediction of NLP Models Via Task Embeddings


Dec 10, 2021
Damien Sileo, Marie-Francine Moens


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