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When Does Group Invariant Learning Survive Spurious Correlations?


Jun 29, 2022
Yimeng Chen, Ruibin Xiong, Zhiming Ma, Yanyan Lan


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LoL: A Comparative Regularization Loss over Query Reformulation Losses for Pseudo-Relevance Feedback


Apr 25, 2022
Yunchang Zhu, Liang Pang, Yanyan Lan, Huawei Shen, Xueqi Cheng

* Accepted at SIGIR 2022 

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Uncertainty Calibration for Ensemble-Based Debiasing Methods


Nov 07, 2021
Ruibin Xiong, Yimeng Chen, Liang Pang, Xueqi Chen, Yanyan Lan

* Published on NeurIPS 2021 

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Multi-modal Self-supervised Pre-training for Regulatory Genome Across Cell Types


Nov 03, 2021
Shentong Mo, Xi Fu, Chenyang Hong, Yizhen Chen, Yuxuan Zheng, Xiangru Tang, Zhiqiang Shen, Eric P Xing, Yanyan Lan


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Adaptive Bridge between Training and Inference for Dialogue


Oct 22, 2021
Haoran Xu, Hainan Zhang, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Yanyan Lan

* EMNLP2021 

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FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning


Sep 23, 2021
Xu Wang, Hainan Zhang, Shuai Zhao, Yanyan Zou, Hongshen Chen, Zhuoye Ding, Bo Cheng, Yanyan Lan

* EMNLP2021 Findings 

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Transductive Learning for Unsupervised Text Style Transfer


Sep 16, 2021
Fei Xiao, Liang Pang, Yanyan Lan, Yan Wang, Huawei Shen, Xueqi Cheng

* Accepted at EMNLP 2021 

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Adaptive Information Seeking for Open-Domain Question Answering


Sep 14, 2021
Yunchang Zhu, Liang Pang, Yanyan Lan, Huawei Shen, Xueqi Cheng

* Accepted at EMNLP 2021 

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Toward the Understanding of Deep Text Matching Models for Information Retrieval


Aug 16, 2021
Lijuan Chen, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng


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