default search action
Zi-Yi Dou
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
Books and Theses
- 2025
- [b1]Zi-Yi Dou:
Language-Guided Vision Models for Perception and Reasoning. University of California Los Angeles, USA, 2025
Journal Articles
- 2020
- [j1]Zi-Yi Dou, Xing Wang, Shuming Shi, Zhaopeng Tu:
Exploiting deep representations for natural language processing. Neurocomputing 386: 1-7 (2020)
Conference and Workshop Papers
- 2025
- [c36]Wenbo Hu, Jia-Chen Gu, Zi-Yi Dou, Mohsen Fayyaz, Pan Lu, Kai-Wei Chang, Nanyun Peng:
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models. ICLR 2025 - 2024
- [c35]Haoyi Qiu, Wenbo Hu, Zi-Yi Dou, Nanyun Peng:
VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models. ACL (Findings) 2024: 1783-1805 - [c34]Masoud Monajatipoor, Zi-Yi Dou, Aichi Chien, Nanyun Peng, Kai-Wei Chang:
Medical Vision-Language Pre-Training for Brain Abnormalities. LREC/COLING 2024: 11159-11164 - [c33]Zi-Yi Dou, Cheng-Fu Yang, Xueqing Wu, Kai-Wei Chang, Nanyun Peng:
Re-ReST: Reflection-Reinforced Self-Training for Language Agents. EMNLP 2024: 15394-15411 - [c32]Hao Liu, Zi-Yi Dou, Yixin Wang, Nanyun Peng, Yisong Yue:
Uncertainty Calibration for Tool-Using Language Agents. EMNLP (Findings) 2024: 16781-16805 - [c31]Wenbo Hu, Zi-Yi Dou, Liunian Harold Li, Amita Kamath, Nanyun Peng, Kai-Wei Chang:
Matryoshka Query Transformer for Large Vision-Language Models. NeurIPS 2024 - 2023
- [c30]Xueyan Zou, Zi-Yi Dou, Jianwei Yang, Zhe Gan, Linjie Li, Chunyuan Li, Xiyang Dai, Harkirat Behl, Jianfeng Wang, Lu Yuan, Nanyun Peng, Lijuan Wang, Yong Jae Lee, Jianfeng Gao:
Generalized Decoding for Pixel, Image, and Language. CVPR 2023: 15116-15127 - [c29]Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng:
Gender Biases in Automatic Evaluation Metrics for Image Captioning. EMNLP 2023: 8358-8375 - [c28]Te-Lin Wu, Zi-Yi Dou, Qingyuan Hu, Yu Hou, Nischal Reddy Chandra, Marjorie Freedman, Ralph M. Weischedel, Nanyun Peng:
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos. EMNLP 2023: 11753-11770 - [c27]Zi-Yi Dou, Feng Gao, Nanyun Peng:
Masked Path Modeling for Vision-and-Language Navigation. EMNLP (Findings) 2023: 15255-15269 - [c26]Liunian Harold Li, Zi-Yi Dou, Nanyun Peng, Kai-Wei Chang:
DesCo: Learning Object Recognition with Rich Language Descriptions. NeurIPS 2023 - 2022
- [c25]Zi-Yi Dou, Nanyun Peng:
Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization. AAAI 2022: 10572-10580 - [c24]Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng:
An Empirical Study of Training End-to-End Vision-and-Language Transformers. CVPR 2022: 18145-18155 - [c23]Zi-Yi Dou, Nanyun Peng:
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation. NAACL-HLT 2022: 4332-4340 - [c22]Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang:
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone. NeurIPS 2022 - 2021
- [c21]Zi-Yi Dou, Anamika Barman-Adhikari, Fei Fang, Amulya Yadav:
Harnessing Social Media to Identify Homeless Youth At-Risk of Substance Use. AAAI 2021: 14748-14756 - [c20]Zi-Yi Dou, Graham Neubig:
Word Alignment by Fine-tuning Embeddings on Parallel Corpora. EACL 2021: 2112-2128 - [c19]Zi-Yi Dou, Nanyun Peng:
Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding. EMNLP (1) 2021: 6362-6371 - [c18]Yixin Liu, Zi-Yi Dou, Pengfei Liu:
RefSum: Refactoring Neural Summarization. NAACL-HLT 2021: 1437-1448 - [c17]Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig:
GSum: A General Framework for Guided Neural Abstractive Summarization. NAACL-HLT 2021: 4830-4842 - 2020
- [c16]Zi-Yi Dou, Sachin Kumar, Yulia Tsvetkov:
A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards. NGT@ACL 2020: 60-68 - [c15]Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federmann, Dmitriy Genzel, Francisco Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, William Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur:
TICO-19: the Translation Initiative for COvid-19. NLP4COVID@EMNLP 2020 - [c14]Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. EMNLP (Findings) 2020: 3679-3691 - [c13]Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig:
Dynamic Data Selection and Weighting for Iterative Back-Translation. EMNLP (1) 2020: 5894-5904 - 2019
- [c12]Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Longyue Wang, Shuming Shi, Tong Zhang:
Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement. AAAI 2019: 86-93 - [c11]Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig:
Domain Differential Adaptation for Neural Machine Translation. NGT@EMNLP-IJCNLP 2019: 59-69 - [c10]Zi-Yi Dou, Keyi Yu, Antonios Anastasopoulos:
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks. EMNLP/IJCNLP (1) 2019: 1192-1197 - [c9]Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig:
Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings. EMNLP/IJCNLP (1) 2019: 1417-1422 - [c8]Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang:
compare-mt: A Tool for Holistic Comparison of Language Generation Systems. NAACL-HLT (Demonstrations) 2019: 35-41 - [c7]Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu:
Information Aggregation for Multi-Head Attention with Routing-by-Agreement. NAACL-HLT (1) 2019: 3566-3575 - 2018
- [c6]Xin Wang, Fisher Yu, Zi-Yi Dou, Trevor Darrell, Joseph E. Gonzalez
:
SkipNet: Learning Dynamic Routing in Convolutional Networks. ECCV (13) 2018: 420-436 - [c5]Zi-Yi Dou, Zhi-Hao Zhou, Shujian Huang:
Unsupervised Bilingual Lexicon Induction via Latent Variable Models. EMNLP 2018: 621-626 - [c4]Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Shuming Shi
Exploiting Deep Representations for Neural Machine Translation. EMNLP 2018: 4253-4262 - [c3]Zi-Yi Dou, Hao Zhou, Shujian Huang, Xin-Yu Dai, Jiajun Chen:
Dynamic Oracle for Neural Machine Translation in Decoding Phase. LREC 2018 - 2017
- [c2]Zi-Yi Dou:
Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network. EMNLP 2017: 521-526 - [c1]Zi-Yi Dou, Shujian Huang, Yi-Fan Su:
Compressing Neural Networks by Applying Frequent Item-Set Mining. ICANN (2) 2017: 696-704
Informal and Other Publications
- 2025
- [i37]Hanzhi Zhou, Erik Hornberger, Pengsheng Guo, Xiyou Zhou, Saiwen Wang, Xin Wang, Yifei He, Xuankai Chang, Rene Rauch, Louis D'hauwe, John Peebles, Alec Doane, Kohen Chia, Jenna Thibodeau, Zi-Yi Dou, Yuanyang Zhang, Ruoming Pang, Reed Li, Zhifeng Chen, Jeremy Warner, Zhaoyang Xu, Sophy Lee, David Mizrahi, Ramsey Tantawi, Chris Chaney, Kelsey Peterson, Jun Qin, Alex Dombrowski, Mira Chiang, Aiswarya Raghavan, Gerard Casamayor, Qibin Chen, Aonan Zhang, Nathalie Tran, Jianyu Wang, Hang Su, Thomas Voice, Alessandro Pappalardo, Brycen Wershing, Prasanth Yadla, Rui Li, Priyal Chhatrapati, Ismael Fernandez, Yusuf Goren, Xin Zheng, Forrest Huang, Tao Lei, Eray Yildiz, Alper Kokmen, Gokula Santhanam, Areeba Kamal, Kaan Elgin, Dian Ang Yap, Jeremy Liu, Peter Gray, Howard Xing, Kieran Liu, Matteo Ronchi, Moritz Schwarzer-Becker, Yun Zhu, Mandana Saebi, Jeremy Snow, David Griffiths, Guillaume Tartavel, Erin Feldman, Simon Lehnerer, Fernando Bermúdez-Medina, Hans Han, Joe Zhou, Xiaoyi Ren, Sujeeth Reddy, Zirui Wang, Tom Gunter, Albert Antony, Yuanzhi Li, John Dennison, Tony Sun, Yena Han, Yi Qin, Sam Davarnia, Jeffrey P. Bigham, Wayne Shan, Hannah Gillis Coleman, Guillaume Klein, Peng Liu, Muyang Yu, Jack Cackler, Yuan Gao, Crystal Xiao, Binazir Karimzadeh, Zhengdong Zhang, Felix Bai, Albin Madappally Jose, Feng Nan, Nazir Kamaldin, Dong Yin, Hans Hao, Yanchao Sun, Yi Hua, Charles Maalouf:
Apple Intelligence Foundation Language Models: Tech Report 2025. CoRR abs/2507.13575 (2025) - [i36]Yanghao Li, Rui Qian, Bowen Pan, Haotian Zhang, Haoshuo Huang, Bowen Zhang, Jialing Tong, Haoxuan You, Xianzhi Du, Zhe Gan, Hyunjik Kim, Chao Jia, Zhenbang Wang, Yinfei Yang, Mingfei Gao, Zi-Yi Dou, Wenze Hu, Chang Gao, Dongxu Li, Philipp Dufter, Zirui Wang, Guoli Yin, Zhengdong Zhang, Chen Chen, Yang Zhao, Ruoming Pang, Zhifeng Chen:
MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer. CoRR abs/2509.16197 (2025) - [i35]Zhen Yang, Zi-Yi Dou, Di Feng, Forrest Huang, Anh Nguyen, Keen You, Omar Attia, Yuhao Yang, Michael Feng, Haotian Zhang, Ram Ramrakhya, Chao Jia, Jeffrey Nichols, Alexander Toshev, Yinfei Yang, Zhe Gan:
Ferret-UI Lite: Lessons from Building Small On-Device GUI Agents. CoRR abs/2509.26539 (2025) - [i34]Rohan Wadhawan, Fabrice Harel-Canada, Zi-Yi Dou, Suhaila Shakiah, Robinson Piramuthu, Nanyun Peng:
VaPR - Vision-language Preference alignment for Reasoning. CoRR abs/2510.01700 (2025) - [i33]Yuhao Yang, Zhen Yang, Zi-Yi Dou, Anh Nguyen, Keen You, Omar Attia, Andrew Szot, Michael Feng, Ram Ramrakhya, Alexander Toshev, Chao Huang, Yinfei Yang, Zhe Gan:
UltraCUA: A Foundation Model for Computer Use Agents with Hybrid Action. CoRR abs/2510.17790 (2025) - 2024
- [i32]Haoyi Qiu, Wenbo Hu, Zi-Yi Dou, Nanyun Peng:
VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models. CoRR abs/2404.13874 (2024) - [i31]Masoud Monajatipoor, Zi-Yi Dou, Aichi Chien, Nanyun Peng, Kai-Wei Chang:
Medical Vision-Language Pre-Training for Brain Abnormalities. CoRR abs/2404.17779 (2024) - [i30]Wenbo Hu, Zi-Yi Dou, Liunian Harold Li, Amita Kamath, Nanyun Peng, Kai-Wei Chang:
Matryoshka Query Transformer for Large Vision-Language Models. CoRR abs/2405.19315 (2024) - [i29]Zi-Yi Dou, Cheng-Fu Yang, Xueqing Wu, Kai-Wei Chang, Nanyun Peng:
Reflection-Reinforced Self-Training for Language Agents. CoRR abs/2406.01495 (2024) - [i28]Zi-Yi Dou, Xitong Yang, Tushar Nagarajan, Huiyu Wang, Jing Huang, Nanyun Peng, Kris Kitani, Fu-Jen Chu:
Unlocking Exocentric Video-Language Data for Egocentric Video Representation Learning. CoRR abs/2408.03567 (2024) - [i27]Wenbo Hu, Jia-Chen Gu, Zi-Yi Dou, Mohsen Fayyaz, Pan Lu, Kai-Wei Chang, Nanyun Peng:
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models. CoRR abs/2410.08182 (2024) - 2023
- [i26]Zi-Yi Dou, Feng Gao, Nanyun Peng:
Masked Path Modeling for Vision-and-Language Navigation. CoRR abs/2305.14268 (2023) - [i25]Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz
Gender Biases in Automatic Evaluation Metrics: A Case Study on Image Captioning. CoRR abs/2305.14711 (2023) - [i24]Liunian Harold Li, Zi-Yi Dou, Nanyun Peng, Kai-Wei Chang:
DesCo: Learning Object Recognition with Rich Language Descriptions. CoRR abs/2306.14060 (2023) - [i23]Te-Lin Wu, Zi-Yi Dou, Qingyuan Hu, Yu Hou, Nischal Reddy Chandra, Marjorie Freedman, Ralph M. Weischedel, Nanyun Peng:
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos. CoRR abs/2311.01620 (2023) - 2022
- [i22]Zi-Yi Dou, Nanyun Peng:
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization. CoRR abs/2201.00136 (2022) - [i21]Zi-Yi Dou, Nanyun Peng:
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation. CoRR abs/2206.04294 (2022) - [i20]Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang:
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone. CoRR abs/2206.07643 (2022) - [i19]Xueyan Zou, Zi-Yi Dou, Jianwei Yang, Zhe Gan, Linjie Li, Chunyuan Li, Xiyang Dai, Harkirat Behl, Jianfeng Wang, Lu Yuan, Nanyun Peng, Lijuan Wang, Yong Jae Lee, Jianfeng Gao:
Generalized Decoding for Pixel, Image, and Language. CoRR abs/2212.11270 (2022) - 2021
- [i18]Zi-Yi Dou, Graham Neubig:
Word Alignment by Fine-tuning Embeddings on Parallel Corpora. CoRR abs/2101.08231 (2021) - [i17]Yixin Liu, Zi-Yi Dou, Pengfei Liu:
RefSum: Refactoring Neural Summarization. CoRR abs/2104.07210 (2021) - [i16]Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng:
An Empirical Study of Training End-to-End Vision-and-Language Transformers. CoRR abs/2111.02387 (2021) - 2020
- [i15]Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig:
Dynamic Data Selection and Weighting for Iterative Back-Translation. CoRR abs/2004.03672 (2020) - [i14]Zi-Yi Dou, Sachin Kumar, Yulia Tsvetkov:
A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards. CoRR abs/2006.15454 (2020) - [i13]Antonios Anastasopoulos, Alessandro Cattelan, Zi-Yi Dou, Marcello Federico, Christian Federmann, Dmitriy Genzel, Francisco Guzmán, Junjie Hu, Macduff Hughes, Philipp Koehn, Rosie Lazar, William Lewis, Graham Neubig, Mengmeng Niu, Alp Öktem, Eric Paquin, Grace Tang, Sylwia Tur:
TICO-19: the Translation Initiative for Covid-19. CoRR abs/2007.01788 (2020) - [i12]Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. CoRR abs/2010.05139 (2020) - [i11]Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig:
GSum: A General Framework for Guided Neural Abstractive Summarization. CoRR abs/2010.08014 (2020) - 2019
- [i10]Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Longyue Wang, Shuming Shi, Tong Zhang:
Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement. CoRR abs/1902.05770 (2019) - [i9]Graham Neubig, Zi-Yi Dou, Junjie Hu, Paul Michel, Danish Pruthi, Xinyi Wang:
compare-mt: A Tool for Holistic Comparison of Language Generation Systems. CoRR abs/1903.07926 (2019) - [i8]Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, Michael R. Lyu, Zhaopeng Tu:
Information Aggregation for Multi-Head Attention with Routing-by-Agreement. CoRR abs/1904.03100 (2019) - [i7]Zi-Yi Dou, Keyi Yu, Antonios Anastasopoulos:
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks. CoRR abs/1908.10423 (2019) - [i6]Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig:
Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings. CoRR abs/1908.10430 (2019) - [i5]Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig:
Domain Differential Adaptation for Neural Machine Translation. CoRR abs/1910.02555 (2019) - 2018
- [i4]Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Shuming Shi, Tong Zhang:
Exploiting Deep Representations for Neural Machine Translation. CoRR abs/1810.10181 (2018) - 2017
- [i3]Zi-Yi Dou, Hao Zhou, Shujian Huang, Xin-Yu Dai, Jiajun Chen:
Dynamic Oracle for Neural Machine Translation in Decoding Phase. CoRR abs/1709.06265 (2017) - [i2]Zi-Yi Dou:
Metric Learning-based Generative Adversarial Network. CoRR abs/1711.02792 (2017) - [i1]Xin Wang, Fisher Yu, Zi-Yi Dou, Joseph E. Gonzalez:
SkipNet: Learning Dynamic Routing in Convolutional Networks. CoRR abs/1711.09485 (2017)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-11-16 23:56 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: