Zi-Yi Dou

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Nanyun (Violet) PengAssociate Professor, UCLAVerified email at cs.ucla.edu
Graham NeubigCarnegie Mellon University, All Hands AIVerified email at cs.cmu.edu
Zhe GanResearch Scientist, AppleVerified email at apple.com
Lijuan WangMicrosoft GenAIVerified email at microsoft.com
Jianfeng WangMicrosoftVerified email at microsoft.com
Pengfei LiuAssociate professor at Shanghai Jiao Tong UniversityVerified email at andrew.cmu.edu
Antonis AnastasopoulosAssistant Professor, George Mason UniversityVerified email at gmu.edu
Junjie HuAssistant Professor, University of Wisconsin-MadisonVerified email at wisc.edu
Zhaopeng TuPrincipal Researcher, Tencent AI LabVerified email at tencent.com
Pengchuan ZhangMeta AIVerified email at fb.com
Linjie LiPrincipal Researcher, MicrosoftVerified email at microsoft.com
Xin WangMicrosoft AI, UC BerkeleyVerified email at berkeley.edu
Joseph E. GonzalezProfessor of Computer Science, UC BerkeleyVerified email at berkeley.edu
Yichong XuResearch Scientist, Google DeepMindVerified email at google.com
Kai-Wei ChangAssociate Professor, UCLAVerified email at kwchang.net
Xinyi WangResearch Scientist, Google DeepMindVerified email at google.com
Zhengbao JiangCarnegie Mellon UniversityVerified email at cs.cmu.edu
Hiroaki HayashiSalesforce ResearchVerified email at salesforce.com
Jianwei YangPrincipal Researcher, Microsoft Research, RedmondVerified email at microsoft.com
Xueyan ZouPostDoc at UC San DiegoVerified email at wisc.edu

Zi-Yi Dou

University of California, Los Angeles

Verified email at cs.ucla.edu - Homepage

Natural Language Processing Machine Learning Computer Vision


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SkipNet: Learning Dynamic Routing in Convolutional Networks X Wang, F Yu, ZY Dou, T Darrell, J Gonzalez ECCV 2018, 2017	797	2017
An Empirical Study of Training End-to-End Vision-and-Language Transformers ZY Dou, Y Xu, Z Gan, J Wang, S Wang, L Wang, C Zhu, N Peng, Z Liu, ... CVPR 2022, 2022	415	2022
Word Alignment by Fine-tuning Embeddings on Parallel Corpora ZY Dou, G Neubig EACL 2021, 2021	274	2021
GSum: A general framework for guided neural abstractive summarization ZY Dou, P Liu, H Hayashi, Z Jiang, G Neubig NAACL 2021, 2021	266	2021
Generalized Decoding for Pixel, Image, and Language X Zou, ZY Dou, J Yang*, Z Gan, L Li, C Li, X Dai, H Behl, J Wang, ... CVPR 2023, 2023	252	2023
compare-mt: A Tool for Holistic Comparison of Language Generation Systems G Neubig, ZY Dou, J Hu, P Michel, D Pruthi, X Wang NAACL 2019 Demo, 2019	134	2019
Capturing user and product Information for document level sentiment analysis with deep memory network ZY Dou EMNLP 2017, 2017	133	2017
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone ZY Dou, A Kamath, Z Gan*, P Zhang, J Wang, L Li, Z Liu, C Liu, ... NeurIPS 2022, 2022	129	2022
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks ZY Dou, K Yu, A Anastasopoulos EMNLP 2019, 2019	119	2019
Exploiting Deep Representations for Neural Machine Translation ZY Dou, Z Tu, X Wang, S Shi, T Zhang EMNLP 2018, 2018	95	2018
TICO-19: the Translation Initiative for COvid-19 A Anastasopoulos, A Cattelan, ZY Dou, M Federico, C Federman, ... EMNLP 2020 NLP-COVID, 2020	90	2020
Explainaboard: An explainable leaderboard for nlp P Liu, J Fu, Y Xiao, W Yuan, S Chang, J Dai, Y Liu, Z Ye, ZY Dou, ... ACL 2021 Demo, 2021	67	2021
Dynamic Data Selection and Weighting for Iterative Back-Translation ZY Dou, A Anastasopoulos, G Neubig EMNLP 2020, 2020	61	2020
Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement ZY Dou, Z Tu, X Wang, L Wang, S Shi, T Zhang AAAI 2019, 2019	55	2019
Information Aggregation for Multi-Head Attention with Routing-by-Agreement J Li, B Yang, ZY Dou, X Wang, MR Lyu, Z Tu NAACL 2019, 2019	47	2019
Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings ZY Dou, J Hu, A Anastasopoulos, G Neubig EMNLP 2019, 2019	42	2019
RefSum: Refactoring Neural Summarization Y Liu, ZY Dou, P Liu NAACL 2021, 2021	39	2021
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Y Chen, P Liu, M Zhong, ZY Dou, D Wang, X Qiu, X Huang EMNLP 2020 Findings, 2020	30	2020
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization ZY Dou, N Peng AAAI 2022, 2022	27	2022
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation ZY Dou, N Peng NAACL 2022, 2022	25	2022

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