Concepedia

Zi-Yi Dou

ZD

31

Publications

1.8K

Citations

19

H-Index

2017

Active since

Affiliations

Carnegie Mellon University(Current)

Tencent (China)

Nanjing University

University of California, Los Angeles

Zi-Yi Dou is an author at Carnegie Mellon University specializing in engineering, natural language processing, and computational linguistics.

Top concepts

EngineeringNatural Language ProcessingLinguisticsComputational LinguisticsMachine TranslationLanguageData ScienceMachine LearningText MiningDeep Learning

Publications per year

2017–2023

31

Publications

31

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

Zi-Yi Dou, Yichong Xu, Zhe Gan et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 304 citations

Convolutional Neural Network, Engineering, Machine Learning +19

GSum: A General Framework for Guided Neural Abstractive Summarization

Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi et al. · 2021 · 199 citations · Full text

Engineering, Entity Summarization, Language Processing +18

Generalized Decoding for Pixel, Image, and Language

Xueyan Zou, Zi-Yi Dou, Jianwei Yang et al. · 2023 · 151 citations

Artificial Intelligence, Semantic Queries, Machine Learning +20

Word Alignment by Fine-tuning Embeddings on Parallel Corpora

Zi-Yi Dou, Graham Neubig · 2021 · 120 citations · Full text

Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network

Zi-Yi Dou · 2017 · 117 citations · Full text

Rows per page

1–5 of 31