Zi-Yi Dou | DeepAI

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Xin Wang
357 publications
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236 publications
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236 publications
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143 publications
Hao Zhou
138 publications
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125 publications
Yann LeCun
121 publications
Xuanjing Huang
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∙ 05/24/2023

Gender Biases in Automatic Evaluation Metrics: A Case Study on Image Captioning

Pretrained model-based evaluation metrics have demonstrated strong perfo...

0 Haoyi Qiu, et al. ∙

∙ 05/23/2023

Masked Path Modeling for Vision-and-Language Navigation

Vision-and-language navigation (VLN) agents are trained to navigate in r...

0 Zi-Yi Dou, et al. ∙

∙ 12/21/2022

Generalized Decoding for Pixel, Image, and Language

We present X-Decoder, a generalized decoding model that can predict pixe...

10 Xueyan Zou, et al. ∙

∙ 06/15/2022

Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone

Vision-language (VL) pre-training has recently received considerable att...

13 Zi-Yi Dou, et al. ∙

∙ 06/09/2022

FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation

The speaker-follower models have proven to be effective in vision-and-la...

0 Zi-Yi Dou, et al. ∙

∙ 01/01/2022

Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization

Commonsense question answering (CQA) aims to test if models can answer q...

19 Zi-Yi Dou, et al. ∙

∙ 11/03/2021

An Empirical Study of Training End-to-End Vision-and-Language Transformers

Vision-and-language (VL) pre-training has proven to be highly effective ...

0 Zi-Yi Dou, et al. ∙

∙ 04/15/2021

RefSum: Refactoring Neural Summarization

Although some recent works show potential complementarity among differen...

0 Yixin Liu, et al. ∙

∙ 01/20/2021

Word Alignment by Fine-tuning Embeddings on Parallel Corpora

Word alignment over parallel corpora has a wide variety of applications,...

0 Zi-Yi Dou, et al. ∙

∙ 10/15/2020

GSum: A General Framework for Guided Neural Abstractive Summarization

Neural abstractive summarization models are flexible and can produce coh...

0 Zi-Yi Dou, et al. ∙

∙ 10/11/2020

CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems

Neural network-based models augmented with unsupervised pre-trained know...

0 Yiran Chen, et al. ∙

∙ 07/03/2020

TICO-19: the Translation Initiative for Covid-19

The COVID-19 pandemic is the worst pandemic to strike the world in over ...

0 Antonios Anastasopoulos, et al. ∙

∙ 04/07/2020

Dynamic Data Selection and Weighting for Iterative Back-Translation

Back-translation has proven to be an effective method to utilize monolin...

0 Zi-Yi Dou, et al. ∙

∙ 10/07/2019

Domain Differential Adaptation for Neural Machine Translation

Neural networks are known to be data hungry and domain sensitive, but it...

0 Zi-Yi Dou, et al. ∙

∙ 08/27/2019

Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings

The recent success of neural machine translation models relies on the av...

0 Zi-Yi Dou, et al. ∙

∙ 08/27/2019

Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks

Learning general representations of text is a fundamental problem for ma...

0 Zi-Yi Dou, et al. ∙

∙ 04/05/2019

Information Aggregation for Multi-Head Attention with Routing-by-Agreement

Multi-head attention is appealing for its ability to jointly extract dif...

0 Jian Li, et al. ∙

∙ 03/19/2019

compare-mt: A Tool for Holistic Comparison of Language Generation Systems

In this paper, we describe compare-mt, a tool for holistic analysis and ...

0 Graham Neubig, et al. ∙

∙ 02/15/2019

Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement

With the promising progress of deep neural networks, layer aggregation h...

0 Zi-Yi Dou, et al. ∙

∙ 10/24/2018

Exploiting Deep Representations for Neural Machine Translation

Advanced neural machine translation (NMT) models generally implement enc...

0 Zi-Yi Dou, et al. ∙

∙ 11/26/2017

SkipNet: Learning Dynamic Routing in Convolutional Networks

Increasing depth and complexity in convolutional neural networks has ena...

0 Xin Wang, et al. ∙

∙ 09/19/2017

Dynamic Oracle for Neural Machine Translation in Decoding Phase

The past several years have witnessed the rapid progress of end-to-end N...

0 Zi-Yi Dou, et al. ∙