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ConRPG: Paraphrase Generation using Contexts as Regularizer


Sep 01, 2021
Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun fan, Jiwei Li

* To appear at EMNLP2021 

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Layer-wise Model Pruning based on Mutual Information


Aug 28, 2021
Chun Fan, Jiwei Li, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun

* To appear at EMNLP2021 

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Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback


Aug 13, 2021
Haoming Li, Feiyang Pan, Xiang Ao, Zhao Yang, Min Lu, Junwei Pan, Dapeng Liu, Lei Xiao, Qing He

* In Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '21), July 11--15, 2021, Virtual Event, Canada. ACM, New York, NY, USA, 5 pages. https://doi.org/10.1145/3404835.3463045 

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GuideBoot: Guided Bootstrap for Deep Contextual Bandits


Jul 18, 2021
Feiyang Pan, Haoming Li, Xiang Ao, Wei Wang, Yanrong Kang, Ao Tan, Qing He

* WWW-2021 

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ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information


Jun 30, 2021
Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li

* To appear at ACL2021 

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Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification


Jun 21, 2021
Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu

* Accepted by the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 

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Defending against Backdoor Attacks in Natural Language Generation


Jun 03, 2021
Chun Fan, Xiaoya Li, Yuxian Meng, Xiaofei Sun, Xiang Ao, Fei Wu, Jiwei Li, Tianwei Zhang


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Sentence Similarity Based on Contexts


May 17, 2021
Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan


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Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information


Oct 29, 2020
Yuyang Nie, Yuanhe Tian, Yan Song, Xiang Ao, Xiang Wan

* Natural Language Processing. 15 pages, 3 figures, Findings of EMNLP-2020 

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Improving Robustness and Generality of NLP Models Using Disentangled Representations


Sep 21, 2020
Jiawei Wu, Xiaoya Li, Xiang Ao, Yuxian Meng, Fei Wu, Jiwei Li


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Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network


Jan 20, 2020
Chi Xu, Hao Feng, Guoxin Yu, Min Yang, Xiting Wang, Xiang Ao

* 7pages, 3figures 

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Hunt Protagonist of Sentiment: Sentiment Analysis via Capsule Network with Sentiment-Aspect Reconstruction


Dec 23, 2019
Chi Xu, Hao Feng, Xiang Ao

* 10pages, 3figures 

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Towards reliable and fair probabilistic predictions: field-aware calibration with neural networks


May 28, 2019
Feiyang Pan, Xiang Ao, Pingzhong Tang, Min Lu, Dapeng Liu, Qing He


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Warm Up Cold-start Advertisements: Improving CTR Predictions via Learning to Learn ID Embeddings


Apr 25, 2019
Feiyang Pan, Shuokai Li, Xiang Ao, Pingzhong Tang, Qing He

* Accepted at SIGIR 2019 

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Hierarchical Neural Network for Extracting Knowledgeable Snippets and Documents


Aug 22, 2018
Ganbin Zhou, Rongyu Cao, Xiang Ao, Ping Luo, Fen Lin, Leyu Lin, Qing He


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Free-rider Episode Screening via Dual Partition Model


May 19, 2018
Xiang Ao, Yang Liu, Zhen Huang, Luo Zuo, Qing He

* The 23rd International Conference on Database Systems for Advanced Applications(DASFAA 2018), 16 Pages 

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