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LocFormer: Enabling Transformers to Perform Temporal Moment Localization on Long Untrimmed Videos With a Feature Sampling Approach


Dec 19, 2021
Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Basura Fernando, Hiroya Takamura, Qi Wu


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Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers


Jan 01, 2021
Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo

* Work in progress 

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DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video


Oct 13, 2020
Cristian Rodriguez-Opazo, Edison Marrese-Taylor, Basura Fernando, Hongdong Li, Stephen Gould


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VCDM: Leveraging Variational Bi-encoding and Deep Contextualized Word Representations for Improved Definition Modeling


Oct 07, 2020
Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo

* EMNLP 2020, 10 Pages 

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A Multi-modal Approach to Fine-grained Opinion Mining on Video Reviews


May 28, 2020
Edison Marrese-Taylor, Cristian Rodriguez-Opazo, Jorge A. Balazs, Stephen Gould, Yutaka Matsuo

* Second Grand Challenge and Workshop on Multimodal Language ACL 2020 

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Variational Inference for Learning Representations of Natural Language Edits


May 18, 2020
Edison Marrese-Taylor, Machel Reid, Yutaka Matsuo

* 5th Workshop on Representation Learning for NLP (RepL4NLP-2020) 

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Combining Pretrained High-Resource Embeddings and Subword Representations for Low-Resource Languages


Mar 11, 2020
Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo

* To appear at ICLR (International Conference of Learning Representations) 2020 Africa NLP Workshop 

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An Edit-centric Approach for Wikipedia Article Quality Assessment


Sep 19, 2019
Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo

* Accepted at the W-NUT Workshop, EMNLP 2019 

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Proposal-free Temporal Moment Localization of a Natural-Language Query in Video using Guided Attention


Aug 20, 2019
Cristian Rodriguez Opazo, Edison Marrese-Taylor, Fatemeh Sadat Saleh, Hongdong Li, Stephen Gould


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