Jiandong Jin, Master, Peking UniversityMarch 2019 - June 2019
Co-Supervised Students
Feng Qian, undergraduate (with publication in EMNLP'2017)Oct 2016 - Feb 2017
Chengyue Gong, undergraduateJun 2017 - Aug 2017
Teaching Assistant
TA of Introduction to Computer ScienceSeq 2015 - Feb 2016
TA of JAVA ProgrammingFeb 2015 - Jun 2015
TA of C/C++ Programming and AlgorithmSeq 2014 - Feb 2015
TA of Introduction to Computer ScienceSeq 2014 - Feb 2015
TA of Introduction to Computer ScienceSeq 2013 - Feb 2014
Publications
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)). [PDF][Arxiv][Data & Code]
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). [PDF][Arxiv][Code][BeerAdvocate]
Multi-type Disentanglement without Adversarial Training Lei Sha and Thomas Lukasiewicz
In Proceedings of AAAI 2021 Conference, 2021. (AAAI 2021). [PDF][Arxiv][Code]
Gradient-guided Unsupervised Lexically Constrained Text Generation Lei Sha
In Proceedings of EMNLP 2020 Conference, 2020. (EMNLP 2020). [PDF]
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). [PDF][Code]
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). [PDF][Arxiv]
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). [PDF]
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). [AAAIPDF][PDF]
Will Repeated Reading Benefit Natural Language Understanding? Lei Sha and Zhifang Sui
In Proceedings of NLPCC 2017 Conference, 2017. (NLPCC 2017). [PDF]
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). [PDF]
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). [PDF]
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). [PDF]
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). [arxiv(including supplement material)][PDF]
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). [PDF]
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). [PDF][Arxiv]
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). [PDF]
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). [PDF]
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).