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2020 – today
- 2024
[c34]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- [c33]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 - [c32]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 - [c31]Hao Liu, Zi-Yi Dou, Yixin Wang, Nanyun Peng, Yisong Yue:
Uncertainty Calibration for Tool-Using Language Agents. EMNLP (Findings) 2024: 16781-16805 - [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
- [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 - [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, Nanyun Peng:
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
- [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 - [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
- [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 - [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
- [j1]Zi-Yi Dou, Xing Wang, Shuming Shi, Zhaopeng Tu:
Exploiting deep representations for natural language processing. Neurocomputing 386: 1-7 (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 - [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)
2010 – 2019
- 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 - [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
- [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, Tong Zhang:
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 - [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
- [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 - [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
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