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Deng Xiaopeng

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Preview of Newsletter April 2023
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Newsletter April 2023 (PL-2023-April_UK_WEB.pdf)

1.9 MBEN 12 pages
China's leaders, including Deng XiaoPing and Xi Jinping, have emphasized the need for a "Socialist spiritual civilisation" to balance the country's material
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Preview of Dialogue Summarization
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Dialogue Summarization (2022.coling-1.569.pdf)

385 KBZhichao Geng ; Ming Zhong ; Zhangyue Yin ; Xipeng Qiu ; Xuanjing HuangEN 7 pages
Researchers propose speaker-aware supervised contrastive learning (SCL) tasks to improve abstractive dialogue summarization, as pre-trained models struggle to...
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Preview of Robust Dependency Parsing
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Robust Dependency Parsing (2020.acl-main.590.pdf)

638 KBXiaoqing Zheng ; Jiehang Zeng ; Yi Zhou ; Cho-Jui Hsieh ; Minhao Cheng ; Xuanjing HuangEN 11 pages
Researchers propose 2 approaches to generate syntactic adversarial examples for dependency parsing models, finding that up to 77% of input examples can be...
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pdf (2020.findings-emnlp.70.pdf)

1.18 MBHengyi Cai ; Hongshen Chen ; Yonghao Song ; zhuoye Ding ; Yongjun Bao ; Weipeng Yan ; Xiaofang ZhaoEN 10 pages
Neural dialogue response generation has gained popularity, but models trained with Maximum Likelihood Estimation (MLE) objective function suffer from...
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