Edison Marrese-Taylor | DeepAI

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Hongdong Li
121 publications
Qi Wu
87 publications
Stephen Gould
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Yutaka Matsuo
57 publications
Basura Fernando
46 publications
Hideki Nakayama
44 publications
Machel Reid
15 publications
Hiroya Takamura
14 publications
Yusuke Miyao
12 publications
Cristian Rodriguez Opazo
10 publications
Suzana Ilic
9 publications

∙ 09/26/2022

Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding

This paper explores the task of Temporal Video Grounding (TVG) where, gi...

0 Erica K. Shimomoto, et al. ∙

∙ 12/19/2021

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

We propose LocFormer, a Transformer-based model for video grounding whic...

0 Cristian Rodriguez Opazo, et al. ∙

∙ 01/01/2021

Subformer: Exploring Weight Sharing for Parameter Efficiency in Generative Transformers

The advent of the Transformer can arguably be described as a driving for...

0 Machel Reid, et al. ∙

∙ 10/13/2020

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

This paper studies the task of temporal moment localization in a long un...

0 Cristian Rodriguez Opazo, et al. ∙

∙ 10/07/2020

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

In this paper, we tackle the task of definition modeling, where the goal...

0 Machel Reid, et al. ∙

∙ 05/27/2020

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

Despite the recent advances in opinion mining for written reviews, few w...

13 Edison Marrese-Taylor, et al. ∙

∙ 04/20/2020

Variational Inference for Learning Representations of Natural Language Edits

Document editing has become a pervasive component of production of infor...

0 Edison Marrese-Taylor, et al. ∙

∙ 03/09/2020

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

The contrast between the need for large amounts of data for current Natu...

0 Machel Reid, et al. ∙

∙ 09/19/2019

An Edit-centric Approach for Wikipedia Article Quality Assessment

We propose an edit-centric approach to assess Wikipedia article quality ...

0 Edison Marrese-Taylor, et al. ∙

∙ 08/20/2019

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

This paper studies the problem of temporal moment localization in a long...

0 Cristian Rodriguez Opazo, et al. ∙

∙ 09/26/2018

Deep contextualized word representations for detecting sarcasm and irony

Predicting context-dependent and non-literal utterances like sarcastic a...

0 Suzana Ilic, et al. ∙

∙ 08/27/2018

IIIDYT at IEST 2018: Implicit Emotion Classification With Deep Contextualized Word Representations

In this paper we describe our system designed for the WASSA 2018 Implici...

0 Jorge A. Balazs, et al. ∙

∙ 06/12/2018

Learning to Automatically Generate Fill-In-The-Blank Quizzes

In this paper we formalize the problem automatic fill-in-the-blank quest...

0 Edison Marrese-Taylor, et al. ∙

∙ 04/22/2018

IIIDYT at SemEval-2018 Task 3: Irony detection in English tweets

In this paper we introduce our system for the task of Irony detection in...

0 Edison Marrese-Taylor, et al. ∙

∙ 08/18/2017

EmoAtt at EmoInt-2017: Inner attention sentence embedding for Emotion Intensity

In this paper we describe a deep learning system that has been designed ...

0 Edison Marrese-Taylor, et al. ∙

∙ 08/08/2017

Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN

Video reviews are the natural evolution of written product reviews. In t...

0 Edison Marrese-Taylor, et al. ∙

∙ 07/11/2017

Refining Raw Sentence Representations for Textual Entailment Recognition via Attention

In this paper we present the model used by the team Rivercorners for the...

0 Jorge A. Balazs, et al. ∙

∙ 04/17/2017

A Neural Architecture for Generating Natural Language Descriptions from Source Code Changes

We propose a model to automatically describe changes introduced in the s...

0 Pablo Loyola, et al. ∙

∙ 01/06/2017

Replication issues in syntax-based aspect extraction for opinion mining

Reproducing experiments is an important instrument to validate previous ...

0 Edison Marrese-Taylor, et al. ∙

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