Zewen Chi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 52

Top Topics

Efficient Retrieval

English Language

Compression Rate

Top Venues

Publications

Zewen Chi, Heyan Huang, Luyang Liu, Yu Bai, Xiaoyan Gao, Xian-Ling Mao
Can Pretrained English Language Models Benefit Non-English NLP Systems in Low-Resource Scenarios? IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Le Zhuo, Zewen Chi, Minghao Xu, Heyan Huang, Heqi Zheng, Conghui He, Xian-Ling Mao, Wentao Zhang
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training. CoRR (2024)
Runheng Liu, Xingchen Xiao, Heyan Huang, Zewen Chi, Zhijing Wu
FlashBack: Efficient Retrieval-Augmented Language Modeling for Long Context Inference. CoRR (2024)
Xiaofeng Zhou, Heyan Huang, Zewen Chi, Mucheng Ren, Yang Gao
RS-BERT: Pre-training radical enhanced sense embedding for Chinese word sense disambiguation. Inf. Process. Manag. 61 (4) (2024)
Le Zhuo, Zewen Chi, Minghao Xu, Heyan Huang, Jianan Zhao, Heqi Zheng, Conghui He, Xian-Ling Mao, Wentao Zhang
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training. ACL (1) (2024)
Yaru Hao, Zewen Chi, Li Dong, Furu Wei
Optimizing Prompts for Text-to-Image Generation. NeurIPS (2023)
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
Language Is Not All You Need: Aligning Perception with Language Models. NeurIPS (2023)
Zewen Chi, Heyan Huang, Xian-Ling Mao
Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL (Findings) (2023)
Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao
Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension. ACL (1) (2023)
Shaohan Huang, Li Dong, Wenhui Wang, Yaru Hao, Saksham Singhal, Shuming Ma, Tengchao Lv, Lei Cui, Owais Khan Mohammed, Qiang Liu, Kriti Aggarwal, Zewen Chi, Johan Bjorck, Vishrav Chaudhary, Subhojit Som, Xia Song, Furu Wei
Language Is Not All You Need: Aligning Perception with Language Models. CoRR (2023)
Zewen Chi, Heyan Huang, Xian-Ling Mao
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification. CoRR (2023)
Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song
Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning. ACL (1) (2023)
Shuming Ma, Hongyu Wang, Shaohan Huang, Wenhui Wang, Zewen Chi, Li Dong, Alon Benhaim, Barun Patra, Vishrav Chaudhary, Xia Song, Furu Wei
TorchScale: Transformers at Scale. CoRR (2022)
Heqi Zheng, Xiao Zhang, Zewen Chi, Heyan Huang, Yan Tan, Tian Lan, Wei Wei, Xian-Ling Mao
Cross-Lingual Phrase Retrieval. ACL (1) (2022)
Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Bo Zheng, Saksham Singhal, Payal Bajaj, Xia Song, Xian-Ling Mao, Heyan Huang, Furu Wei
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. ACL (1) (2022)
Barun Patra, Saksham Singhal, Shaohan Huang, Zewen Chi, Li Dong, Furu Wei, Vishrav Chaudhary, Xia Song
Beyond English-Centric Bitexts for Better Multilingual Language Representation Learning. CoRR (2022)
Xiaoyan Gao, Fuli Feng, Heyan Huang, Xian-Ling Mao, Tian Lan, Zewen Chi
Food recommendation with graph convolutional network. Inf. Sci. 584 (2022)
Yaru Hao, Haoyu Song, Li Dong, Shaohan Huang, Zewen Chi, Wenhui Wang, Shuming Ma, Furu Wei
Language Models are General-Purpose Interfaces. CoRR (2022)
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
On the Representation Collapse of Sparse Mixture of Experts. NeurIPS (2022)
Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Yiming Zhu, Jiaao Zhan, Zewen Chi, Boxing Chen
Unifying Cross-lingual Summarization and Machine Translation with Compression Rate. SIGIR (2022)
Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao
Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension. CoRR (2022)
Yaru Hao, Zewen Chi, Li Dong, Furu Wei
Optimizing Prompts for Text-to-Image Generation. CoRR (2022)
Yuxiang Nie, Heyan Huang, Zewen Chi, Xian-Ling Mao
Unsupervised Question Answering via Answer Diversifying. CoRR (2022)
Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao
ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension. COLING (2022)
Heqi Zheng, Xiao Zhang, Zewen Chi, Heyan Huang, Tan Yan, Tian Lan, Wei Wei, Xian-Ling Mao
Cross-Lingual Phrase Retrieval. CoRR (2022)
Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao
ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension. CoRR (2022)
Yuxiang Nie, Heyan Huang, Zewen Chi, Xian-Ling Mao
Unsupervised Question Answering via Answer Diversifying. COLING (2022)
Zewen Chi, Li Dong, Shaohan Huang, Damai Dai, Shuming Ma, Barun Patra, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
On the Representation Collapse of Sparse Mixture of Experts. CoRR (2022)
Zewen Chi, Shaohan Huang, Li Dong, Shuming Ma, Saksham Singhal, Payal Bajaj, Xia Song, Furu Wei
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA. CoRR (2021)
Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Zewen Chi, Boxing Chen
Bridging the Gap: Cross-Lingual Summarization with Compression Rate. CoRR (2021)
Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
Consistency Regularization for Cross-Lingual Fine-Tuning. CoRR (2021)
Houjin Yu, Xian-Ling Mao, Zewen Chi, Wei Wei, Heyan Huang
A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition. CoRR (2021)
Heng-Da Xu, Xian-Ling Mao, Zewen Chi, Fanshu Sun, Jing-Jing Zhu, Heyan Huang
Generating Informative Dialogue Responses with Keywords-Guided Networks. NLPCC (2) (2021)
Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment. ACL/IJCNLP (1) (2021)
Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Saksham Singhal, Xian-Ling Mao, Heyan Huang, Xia Song, Furu Wei
mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. EMNLP (1) (2021)
Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
Consistency Regularization for Cross-Lingual Fine-Tuning. ACL/IJCNLP (1) (2021)
Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou
InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training. NAACL-HLT (2021)
Xiao Zhang, Heqi Zheng, Heyan Huang, Zewen Chi, Xian-Ling Mao
A Knowledge Enhanced Chinese GaoKao Reading Comprehension Method. ICBK (2021)
Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment. CoRR (2021)
Zewen Chi, Li Dong, Shuming Ma, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs. CoRR (2021)
Zewen Chi, Heyan Huang, Luyang Liu, Yu Bai, Xian-Ling Mao
Cross-Lingual Language Model Meta-Pretraining. CoRR (2021)
Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xian-Ling Mao, Heyan Huang
Cross-Lingual Natural Language Generation via Pre-Training. AAAI (2020)
Zewen Chi, Li Dong, Furu Wei, Xianling Mao, Heyan Huang
Can Monolingual Pretrained Models Help Cross-Lingual Classification? AACL/IJCNLP (2020)
Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou
InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training. CoRR (2020)
Houjin Yu, Xian-Ling Mao, Zewen Chi, Wei Wei, Heyan Huang
A Robust and Domain-Adaptive Approach for Low-Resource Named Entity Recognition. ICKG (2020)
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
XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders. CoRR (2020)
Heng-Da Xu, Xian-Ling Mao, Zewen Chi, Jing-Jing Zhu, Fanshu Sun, Heyan Huang
Generating Informative Dialogue Responses with Keywords-Guided Networks. CoRR (2020)
Zewen Chi, Heyan Huang, Heng-Da Xu, Houjin Yu, Wanxuan Yin, Xianling Mao
Complicated Table Structure Recognition. CoRR (2019)
Zewen Chi, Li Dong, Furu Wei, Xianling Mao, Heyan Huang
Can Monolingual Pretrained Models Help Cross-Lingual Classification? CoRR (2019)
Zewen Chi, Heyan Huang, Shenjian Zhao, Heng-Da Xu, Xianling Mao
Fast and Accurate Bilingual Lexicon Induction via Matching Optimization. NLPCC (1) (2019)
Zewen Chi, Li Dong, Furu Wei, Wenhui Wang, Xianling Mao, Heyan Huang
Cross-Lingual Natural Language Generation via Pre-Training. CoRR (2019)
Zewen Chi, Heyan Huang, Jiangui Chen, Hao Wu, Ran Wei
Zewen at SemEval-2018 Task 1: An Ensemble Model for Affect Prediction in Tweets. SemEval@NAACL-HLT (2018)