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Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models


Sep 22, 2021
Yiwen Wang, Jennifer Hu, Roger Levy, Peng Qian

* To appear in the Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021) 

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Structural Guidance for Transformer Language Models


Jul 30, 2021
Peng Qian, Tahira Naseem, Roger Levy, Ramón Fernandez Astudillo

* To be issued as paper revision for ACL 2021 

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Combining Graph Neural Networks with Expert Knowledge for Smart Contract Vulnerability Detection


Jul 24, 2021
Zhenguang Liu, Peng Qian, Xiaoyang Wang, Yuan Zhuang, Lin Qiu, Xun Wang

* This paper has been accepted by TKDE 2021 

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Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion


Jun 17, 2021
Zhenguang Liu, Peng Qian, Xiang Wang, Lei Zhu, Qinming He, Shouling Ji

* This paper has been accepted by IJCAI 2021 

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What if This Modified That? Syntactic Interventions via Counterfactual Embeddings


May 28, 2021
Mycal Tucker, Peng Qian, Roger Levy


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Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models


Oct 12, 2020
Ethan Wilcox, Peng Qian, Richard Futrell, Ryosuke Kohita, Roger Levy, Miguel Ballesteros

* To appear at EMNLP 2020 

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On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior


Jun 02, 2020
Ethan Gotlieb Wilcox, Jon Gauthier, Jennifer Hu, Peng Qian, Roger Levy

* To Appear at CogSci 2020 

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A Systematic Assessment of Syntactic Generalization in Neural Language Models


May 23, 2020
Jennifer Hu, Jon Gauthier, Peng Qian, Ethan Wilcox, Roger P. Levy

* To appear in the Proceedings of the Association for Computational Linguistics (ACL 2020) 

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Representation of Constituents in Neural Language Models: Coordination Phrase as a Case Study


Sep 10, 2019
Aixiu An, Peng Qian, Ethan Wilcox, Roger Levy

* To appear at EMNLP 2019 

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Structural Supervision Improves Learning of Non-Local Grammatical Dependencies


Apr 06, 2019
Ethan Wilcox, Peng Qian, Richard Futrell, Miguel Ballesteros, Roger Levy

* To appear: Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies 

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Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State


Mar 08, 2019
Richard Futrell, Ethan Wilcox, Takashi Morita, Peng Qian, Miguel Ballesteros, Roger Levy

* Accepted to NAACL 2019. Not yet edited into the camera-ready version 

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Bridging LSTM Architecture and the Neural Dynamics during Reading


Apr 22, 2016
Peng Qian, Xipeng Qiu, Xuanjing Huang

* 25th International Joint Conference on Artificial Intelligence IJCAI-16 

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Overview of the NLPCC 2015 Shared Task: Chinese Word Segmentation and POS Tagging for Micro-blog Texts


Jun 30, 2015
Xipeng Qiu, Peng Qian, Liusong Yin, Shiyu Wu, Xuanjing Huang


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