Zi-Yi Dou

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 63

Top Topics

Latent Variable Models

Machine Translation

Evaluation Metrics

Natural Language

Top Venues

Publications

Haoyi Qiu, Wenbo Hu, Zi-Yi Dou, Nanyun Peng
VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models. CoRR (2024)
Masoud Monajatipoor, Zi-Yi Dou, Aichi Chien, Nanyun Peng, Kai-Wei Chang
Medical Vision-Language Pre-Training for Brain Abnormalities. LREC/COLING (2024)
Wenbo Hu, Zi-Yi Dou, Liunian Harold Li, Amita Kamath, Nanyun Peng, Kai-Wei Chang
Matryoshka Query Transformer for Large Vision-Language Models. CoRR (2024)
Masoud Monajatipoor, Zi-Yi Dou, Aichi Chien, Nanyun Peng, Kai-Wei Chang
Medical Vision-Language Pre-Training for Brain Abnormalities. CoRR (2024)
Haoyi Qiu, Wenbo Hu, Zi-Yi Dou, Nanyun Peng
VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models. ACL (Findings) (2024)
Zi-Yi Dou, Cheng-Fu Yang, Xueqing Wu, Kai-Wei Chang, Nanyun Peng
Reflection-Reinforced Self-Training for Language Agents. CoRR (2024)
Zi-Yi Dou, Feng Gao, Nanyun Peng
Masked Path Modeling for Vision-and-Language Navigation. EMNLP (Findings) (2023)
Liunian Harold Li, Zi-Yi Dou, Nanyun Peng, Kai-Wei Chang
DesCo: Learning Object Recognition with Rich Language Descriptions. CoRR (2023)
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)
Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng
Gender Biases in Automatic Evaluation Metrics: A Case Study on Image Captioning. CoRR (2023)
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 (2023)
Liunian Harold Li, Zi-Yi Dou, Nanyun Peng, Kai-Wei Chang
DesCo: Learning Object Recognition with Rich Language Descriptions. NeurIPS (2023)
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)
Zi-Yi Dou, Feng Gao, Nanyun Peng
Masked Path Modeling for Vision-and-Language Navigation. CoRR (2023)
Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng
Gender Biases in Automatic Evaluation Metrics for Image Captioning. EMNLP (2023)
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)
Zi-Yi Dou, Nanyun Peng
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation. CoRR (2022)
Zi-Yi Dou, Nanyun Peng
Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization. AAAI (2022)
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 (2022)
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)
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 (2022)
Zi-Yi Dou, Nanyun Peng
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization. CoRR (2022)
Zi-Yi Dou, Nanyun Peng
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation. NAACL-HLT (2022)
Zi-Yi Dou, Graham Neubig
Word Alignment by Fine-tuning Embeddings on Parallel Corpora. CoRR (2021)
Yixin Liu, Zi-Yi Dou, Pengfei Liu
RefSum: Refactoring Neural Summarization. CoRR (2021)
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 (2021)
Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig
GSum: A General Framework for Guided Neural Abstractive Summarization. NAACL-HLT (2021)
Zi-Yi Dou, Nanyun Peng
Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding. EMNLP (1) (2021)
Zi-Yi Dou, Graham Neubig
Word Alignment by Fine-tuning Embeddings on Parallel Corpora. EACL (2021)
Yixin Liu, Zi-Yi Dou, Pengfei Liu
RefSum: Refactoring Neural Summarization. NAACL-HLT (2021)
Zi-Yi Dou, Anamika Barman-Adhikari, Fei Fang, Amulya Yadav
Harnessing Social Media to Identify Homeless Youth At-Risk of Substance Use. AAAI (2021)
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 (2020)
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 (2020)
Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig
Dynamic Data Selection and Weighting for Iterative Back-Translation. CoRR (2020)
Zi-Yi Dou, Sachin Kumar, Yulia Tsvetkov
A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards. CoRR (2020)
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)
Zi-Yi Dou, Xing Wang, Shuming Shi, Zhaopeng Tu
Exploiting deep representations for natural language processing. Neurocomputing 386 (2020)
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)
Zi-Yi Dou, Antonios Anastasopoulos, Graham Neubig
Dynamic Data Selection and Weighting for Iterative Back-Translation. EMNLP (1) (2020)
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)
Zi-Yi Dou, Pengfei Liu, Hiroaki Hayashi, Zhengbao Jiang, Graham Neubig
GSum: A General Framework for Guided Neural Abstractive Summarization. CoRR (2020)
Zi-Yi Dou, Keyi Yu, Antonios Anastasopoulos
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks. EMNLP/IJCNLP (1) (2019)
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 (2019)
Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig
Domain Differential Adaptation for Neural Machine Translation. CoRR (2019)
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 (2019)
Zi-Yi Dou, Junjie Hu, Antonios Anastasopoulos, Graham Neubig
Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings. CoRR (2019)
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)
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)
Zi-Yi Dou, Xinyi Wang, Junjie Hu, Graham Neubig
Domain Differential Adaptation for Neural Machine Translation. NGT@EMNLP-IJCNLP (2019)
Zi-Yi Dou, Keyi Yu, Antonios Anastasopoulos
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks. CoRR (2019)
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)
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)
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 (2019)
Zi-Yi Dou, Hao Zhou, Shujian Huang, Xin-Yu Dai, Jiajun Chen
Dynamic Oracle for Neural Machine Translation in Decoding Phase. LREC (2018)
Xin Wang, Fisher Yu, Zi-Yi Dou, Trevor Darrell, Joseph E. Gonzalez
SkipNet: Learning Dynamic Routing in Convolutional Networks. ECCV (13) (2018)
Zi-Yi Dou, Zhi-Hao Zhou, Shujian Huang
Unsupervised Bilingual Lexicon Induction via Latent Variable Models. EMNLP (2018)
Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Shuming Shi, Tong Zhang
Exploiting Deep Representations for Neural Machine Translation. EMNLP (2018)
Zi-Yi Dou, Zhaopeng Tu, Xing Wang, Shuming Shi, Tong Zhang
Exploiting Deep Representations for Neural Machine Translation. CoRR (2018)
Zi-Yi Dou, Shujian Huang, Yi-Fan Su
Compressing Neural Networks by Applying Frequent Item-Set Mining. ICANN (2) (2017)
Zi-Yi Dou, Hao Zhou, Shujian Huang, Xin-Yu Dai, Jiajun Chen
Dynamic Oracle for Neural Machine Translation in Decoding Phase. CoRR (2017)
Zi-Yi Dou
Metric Learning-based Generative Adversarial Network. CoRR (2017)
Xin Wang, Fisher Yu, Zi-Yi Dou, Joseph E. Gonzalez
SkipNet: Learning Dynamic Routing in Convolutional Networks. CoRR (2017)
Zi-Yi Dou
Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network. EMNLP (2017)