Zewen Chi

According to our database, Zewen Chi authored at least 36 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Can Pretrained English Language Models Benefit Non-English NLP Systems in Low-Resource Scenarios?

Zewen Chi, Heyan Huang, Luyang Liu, Yu Bai, Xiaoyan Gao, Xian-Ling Mao

IEEE ACM Trans. Audio Speech Lang. Process., 2024

ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training.

Le Zhuo, Zewen Chi, Minghao Xu, Heyan Huang, Heqi Zheng, Conghui He, Xian-Ling Mao, Wentao Zhang

CoRR, 2024

2023

Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification.

Zewen Chi, Heyan Huang, Xian-Ling Mao

CoRR, 2023

Language Is Not All You Need: Aligning Perception with Language Models.

Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Barun Patra, Qiang Liu, Kriti Aggarwal, Zewen Chi, Nils Johan Bertil Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Optimizing Prompts for Text-to-Image Generation.

Yaru Hao, Zewen Chi, Li Dong, Furu Wei

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning.

Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data?

Zewen Chi, Heyan Huang, Xian-Ling Mao

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension.

Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Food recommendation with graph convolutional network.

Xiaoyan Gao, Fuli Feng, Heyan Huang, Xian-Ling Mao, Tian Lan, Zewen Chi

Inf. Sci., 2022

TorchScale: Transformers at Scale.

Shuming Ma, Hongyu Wang, Shaohan Huang, Wenhui Wang, Zewen Chi, Li Dong, Alon Benhaim, Barun Patra, Vishrav Chaudhary, Xia Song, Furu Wei

CoRR, 2022

Language Models are General-Purpose Interfaces.

Yaru Hao, Haoyu Song, Li Dong, Shaohan Huang, Zewen Chi, Wenhui Wang, Shuming Ma, Furu Wei

CoRR, 2022

On the Representation Collapse of Sparse Mixture of Experts.

Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei

CoRR, 2022

Cross-Lingual Phrase Retrieval.

Heqi Zheng, Xiao Zhang, Zewen Chi, Heyan Huang, Tan Yan, Tian Lan, Wei Wei, Xian-Ling Mao

CoRR, 2022

Unifying Cross-lingual Summarization and Machine Translation with Compression Rate.

Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Yiming Zhu, Jiaao Zhan, Zewen Chi, Boxing Chen

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

On the Representation Collapse of Sparse Mixture of Experts.

Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension.

Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Unsupervised Question Answering via Answer Diversifying.

Yuxiang Nie, Heyan Huang, Zewen Chi, Xian-Ling Mao

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Cross-Lingual Phrase Retrieval.

Heqi Zheng, Xiao Zhang, Zewen Chi, Heyan Huang, Yan Tan, Tian Lan, Wei Wei, Xian-Ling Mao

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

XLM-E: Cross-lingual Language Model Pre-training via ELECTRA.

Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Bo Zheng, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Bridging the Gap: Cross-Lingual Summarization with Compression Rate.

Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Zewen Chi, Boxing Chen

CoRR, 2021

Cross-Lingual Language Model Meta-Pretraining.

Zewen Chi, Heyan Huang, Luyang Liu, Yu Bai, Xian-Ling Mao

CoRR, 2021

XLM-E: Cross-lingual Language Model Pre-training via ELECTRA.

Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei

CoRR, 2021

mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs.

Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei

CoRR, 2021

Generating Informative Dialogue Responses with Keywords-Guided Networks.

Heng-Da Xu, Xian-Ling Mao, Zewen Chi, Fanshu Sun, Jing-Jing Zhu, Heyan Huang

Proceedings of the Natural Language Processing and Chinese Computing, 2021

InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training.

Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

A Knowledge Enhanced Chinese GaoKao Reading Comprehension Method.

Xiao Zhang, Heqi Zheng, Heyan Huang, Zewen Chi, Xian-Ling Mao

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs.

Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, Furu Wei

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Consistency Regularization for Cross-Lingual Fine-Tuning.

Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment.

Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders.

Shuming Ma, Jian Yang, Haoyang Huang, Zewen Chi, Li Dong, Dongdong Zhang, Hany Hassan Awadalla, Alexandre Muzio, Akiko Eriguchi, Saksham Singhal, Xia Song, Arul Menezes, Furu Wei

CoRR, 2020

Can Monolingual Pretrained Models Help Cross-Lingual Classification?

Zewen Chi, Li Dong, Furu Wei, Xianling Mao, Heyan Huang

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition.

Houjin Yu, Xian-Ling Mao, Zewen Chi, Wei Wei, Heyan Huang

Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

Cross-Lingual Natural Language Generation via Pre-Training.

Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xian-Ling Mao, Heyan Huang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Complicated Table Structure Recognition.

Zewen Chi, Heyan Huang, Heng-Da Xu, Houjin Yu, Wanxuan Yin, Xianling Mao

CoRR, 2019

Fast and Accurate Bilingual Lexicon Induction via Matching Optimization.

Zewen Chi, Heyan Huang, Shenjian Zhao, Heng-Da Xu, Xianling Mao

Proceedings of the Natural Language Processing and Chinese Computing, 2019

2018

Zewen at SemEval-2018 Task 1: An Ensemble Model for Affect Prediction in Tweets.

Zewen Chi, Heyan Huang, Jiangui Chen, Hao Wu, Ran Wei

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018