个人简介
JOBS
ProfessorFeb 2023 - Present
Associate ProfessorMar 2022 - Jan 2023
Beihang University
My research group: The Language Computing and Sequential Data Analysis Group (LecSa Group)
Research AssociateMar 2020 - Mar 2022
University of Oxford
The Intelligent Systems Lab.
NLP Research ScientistAug 2018 - Mar 2020
Siri NL | ?Apple Inc.
Siri NL team.
INTERNSHIPS
Research & Engineering InternJul 2017 - Feb 2018
Microsoft Research Asia
System Group, advised by Lintao Zhang.
Research & Engineering InternFeb 2017 - May 2017
Sinovation Ventures
Artificial Intelligence Group, advised by Kaifu Lee.
Research InternNov 2014 - Jun 2015
Microsoft Research Asia
Knowledge Computing Group, advised by Chin-Yew Lin.
EDUCATION
Ph.D in Institute of Computational Linguistics2013 - 2018
Peking University
Advised by Zhifang Sui.
AWARDS & HONORS
Outstanding Reviewer, EMNLP 20202020
Excellent Graduate2018
Award for Scientific Research2017
Lee-Wai Wing Scholarship2017
Exceptional Award for Academic Innovation 2016
May 4th Scholarship 2016
Merit Student 2016
“Stars of Tomorrow” in MSRA 2015
Peking University PhD Fellowship 2015
The 3rd Prize in the ACM contest of Peking University2014
Outstanding Graduate 2013
The first Prize in the 3rd "Lanqiao Cup" National Software Professional Design and Business Competition2012
Beichuan Scholarship (one out of two in my grade)2011
National Scholarship(The only one in my grade)2011
The National 2nd Prize in the China Undergraduate Mathematical Contest in Modeling 2011
The 2nd prize in Chinese Mathematical Contest (Beijing division)2010
研究领域
可解释自然语言处理模型，信息抽取，可控文本生成，小样本自然语言模型
近期论文
查看导师新发文章
（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）
Rationalizing Predictions by Adversarial Information Calibration Lei Sha, Oana-Maria Camburu and Thomas Lukasiewicz In Artificial Intelligence. (AIJ).
Controlling Text Edition by Changing Answers of Specific Questions Lei Sha, Patrick Hohenecker and Thomas Lukasiewicz In Finding of ACL 2021 Conference, 2021. (ACL 2021 (Finding)).
Learning from the Best: Rationalizing Predictions by Adversarial Information Calibration Lei Sha, Oana-Maria Camburu and Thomas Lukasiewicz In Proceedings of AAAI 2021 Conference, 2021. (AAAI 2021).
Multi-type Disentanglement without Adversarial Training Lei Sha?and Thomas Lukasiewicz In Proceedings of AAAI 2021 Conference, 2021. (AAAI 2021).
Gradient-guided Unsupervised Lexically Constrained Text Generation Lei Sha In Proceedings of EMNLP 2020 Conference, 2020. (EMNLP 2020).
Estimating Minimum Operation Steps via Memory-based Recurrent Calculation Network Lei Sha, Chen Shi, Qi Chen, Lintao Zhang, and Houfeng Wang In 2020 international joint conference on neural networks. (IJCNN 2020).
Order-Planning Neural Text Generation from Structured Data Lei Sha, Lili Mou, Tianyu Liu, Pascal Poupart, Sujian Li, Baobao Chang and Zhifang Sui In Proceedings of AAAI 2018 Conference, 2018. (AAAI 2018).
A Multi-View Fusion Neural Network for Answer Selection Lei Sha, Xiaodong Zhang, Feng Qian, Baobao Chang and Zhifang Sui In Proceedings of AAAI 2018 Conference, 2018. (AAAI 2018).
Jointly Extracting Event Triggers and Arguments by Dependency-Bridge RNN and Tensor-Based Argument Interaction Lei Sha, Feng Qian, Baobao Chang and Zhifang Sui In Proceedings of AAAI 2018 Conference, 2018. (AAAI 2018).
Will Repeated Reading Benefit Natural Language Understanding? Lei Sha?and Zhifang Sui In Proceedings of NLPCC 2017 Conference, 2017. (NLPCC 2017).
Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition Lei Sha, Baobao Chang, Zhifang Sui and Sujian Li In Proceedings of Coling 2016 Conference, 2016. (Coling 2016).
Capturing Argument Relationship for Chinese Semantic Role Labeling Lei Sha, Tingsong Jiang, Sujian Li, Baobao Chang and Zhifang Sui In Proceedings of EMNLP 2016 Conference, 2016. (EMNLP 2016).
RBPB: Regularization-Based Pattern Balancing Method for Event Extraction Lei Sha, Jing Liu, Chin-Yew Lin, Sujian Li, Baobao Chang and Zhifang Sui In Proceedings of ACL 2016 Conference, 2016. (ACL 2016).
Joint Learning Templates and Slots for Event Schema Induction Lei Sha, Sujian Li, Baobao Chang and Zhifang Sui. In Proceedings of NAACL 2016 Conference, 2016. (NAACL 2016).
Recognizing Textual Entailment Using Probabilistic Inference Lei Sha, Sujian Li, Tingsong Jiang, Baobao Chang, and Zhifang Sui. In Proceedings of the EMNLP 2015 Conference, 2015. (EMNLP 2015).
Associative Memory via Predictive Coding Tommaso Salvatori, Yuhang Song, Yujian Hong, Simon Frieder,?Lei Sha, Zhenghua Xu, Rafal Bogacz, and Thomas Lukasiewicz In Proceedings of NeurIPS 2021 Conference, 2021. (NeurIPS 2021).
Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning Chen Shi, Qi Chen,?Lei Sha, Sujian Li, Xu Sun, Houfeng WANG and Lintao Zhang In Proceedings of EMNLP 2018 Conference, 2018. (EMNLP 2018).
Table-to-text Generation by Structure-aware Seq2seq learning Tianyu Liu, Kexiang Wang,?Lei Sha, Zhifang Sui, Baobao Chang In Proceedings of AAAI 2018 Conference, 2018. (AAAI 2018).
Topic Medical Concept Embedding: Multi-Sense Representation Learning For Medical Concept Feng Qian, Chengyue Gong, Luchen Liu,?Lei Sha, Ming Zhang In Proceedings of BIBM 2017 conference, 2017. (BIBM 2017).
Syntax Aware LSTM Model for Chinese Semantic Role Labeling Feng Qian,?Lei Sha, Baobao Chang, Lu-chen Liu, Ming Zhang In Proceedings of EMNLP 2017 Workshop, 2017. (EMNLP 2017 (workshop)).?[PDF]
A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data Qiaolin Xia,?Lei Sha, Baobao Chang, Zhifang Sui In Proceedings of ACL 2017 Conference, 2017. (ACL 2017).?[PDF]
Attentive Interactive Neural Networks for Answer Selection in Community Question Answering Xiaodong Zhang,?Lei Sha, Sujian Li, Houfeng Wang In Proceedings of AAAI 2017 Conference, 2017. (AAAI 2017).?[PDF]
Encoding Temporal Information for Time-Aware Link Prediction Tingsong Jiang, Tianyu Liu, Tao Ge,?Lei Sha, Sujian Li, Baobao Chang and Zhifang Sui. In Proceedings of EMNLP 2016 Conference, 2016. (EMNLP 2016).?[PDF]
Towards Time-Aware Knowledge Graph Completion Tingsong Jiang, Tianyu Liu, Tao Ge,?Lei Sha, Sujian Li, Baobao Chang and Zhifang Sui In Proceedings of Coling 2016 Conference, 2016. (Coling 2016).?[PDF]
Multi-label Text Categorization with Joint Learning Predictions-as-Features Method Li Li, Houfeng Wang,?Lei Sha, Xu Sun, Baobao Chang, Shi Zhao. In Proceedings of EMNLP 2015 Conference, 2015. (EMNLP 2015).?[PDF]
Event Schema Induction Based on Relational Co-occurrence over Multiple Documents Tingsong Jiang,?Lei Sha?and Zhifang Sui In Proceedings of Natural Language Processing and Chinese Computing, 2014. (NLPCC 2014).
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