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An Empirical Study On Contrastive Search And Contrastive Decoding For Open-ended Text Generation


Nov 19, 2022
Yixuan Su, Jialu Xu

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* Technical report with 9 pages, 5 tables, and 6 figures 

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Contrastive Search Is What You Need For Neural Text Generation


Oct 28, 2022
Yixuan Su, Nigel Collier

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* 20 pages, 5 figures, 14 tables. Work in progress 

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From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking


Aug 22, 2022
Yutao Zhu, Jian-Yun Nie, Yixuan Su, Haonan Chen, Xinyu Zhang, Zhicheng Dou

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* CIKM 2022 Camera Ready 

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Language Models Can See: Plugging Visual Controls in Text Generation


May 05, 2022
Yixuan Su, Tian Lan, Yahui Liu, Fangyu Liu, Dani Yogatama, Yan Wang, Lingpeng Kong, Nigel Collier

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* 20 pages, 5 figures, 5 tables 

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A Contrastive Framework for Neural Text Generation


Feb 13, 2022
Yixuan Su, Tian Lan, Yan Wang, Dani Yogatama, Lingpeng Kong, Nigel Collier

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* 22 pages, 8 figures, and 8 tables 

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A Survey on Retrieval-Augmented Text Generation


Feb 13, 2022
Huayang Li, Yixuan Su, Deng Cai, Yan Wang, Lemao Liu

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* all authors contributed equally 

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Measuring and Reducing Model Update Regression in Structured Prediction for NLP


Feb 07, 2022
Deng Cai, Elman Mansimov, Yi-An Lai, Yixuan Su, Lei Shu, Yi Zhang

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TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning


Nov 09, 2021
Yixuan Su, Fangyu Liu, Zaiqiao Meng, Lei Shu, Ehsan Shareghi, Nigel Collier

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* Work in progress 

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Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models


Oct 15, 2021
Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins, Nigel Collier

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