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Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding


Nov 07, 2022
Jiali Zeng, Yongjing Yin, Yufan Jiang, Shuangzhi Wu, Yunbo Cao

* Findings of EMNLP 2022 

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Modeling Paragraph-Level Vision-Language Semantic Alignment for Multi-Modal Summarization


Aug 24, 2022
Xinnian Liang, Chenhao Cui, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Zhoujun Li


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An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework based on Semantic Blocks


Aug 17, 2022
Xinnian Liang, Jing Li, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Mu Li, Zhoujun Li

* Accpeted by COLING 2022 Long paper 

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UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation


Jul 11, 2022
Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Hongcheng Guo, Zhoujun Li, Furu Wei

* 7 pages, 5 figures, IJCAI-ECAI 2022 

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Modeling Multi-Granularity Hierarchical Features for Relation Extraction


Apr 09, 2022
Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li

* NAACL 2022 Long Paper 

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Task-guided Disentangled Tuning for Pretrained Language Models


Mar 22, 2022
Jiali Zeng, Yufan Jiang, Shuangzhi Wu, Yongjing Yin, Mu Li

* Findings of ACL 2022 

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Learning Confidence for Transformer-based Neural Machine Translation


Mar 22, 2022
Yu Lu, Jiali Zeng, Jiajun Zhang, Shuangzhi Wu, Mu Li


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One Model, Multiple Tasks: Pathways for Natural Language Understanding


Mar 07, 2022
Duyu Tang, Fan Zhang, Yong Dai, Cong Zhou, Shuangzhi Wu, Shuming Shi


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Pretraining without Wordpieces: Learning Over a Vocabulary of Millions of Words


Feb 24, 2022
Zhangyin Feng, Duyu Tang, Cong Zhou, Junwei Liao, Shuangzhi Wu, Xiaocheng Feng, Bing Qin, Yunbo Cao, Shuming Shi


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Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context


Sep 15, 2021
Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li

* 10 pages, 4 figures, EMNLP 2021,code: https://github.com/xnliang98/uke_ccrank 

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