@inproceedings{SSYMSEXBL-ICLR-2024, title = "A Stable, Fast, and Fully Automatic Learning Algorithm for Predictive Coding Networks", author = "Tommaso Salvatori and Yuhang Song and Yordan Yordanov and Beren Millidge and Lei Sha and Cornelius Emde and Zhenghua Xu and Rafal Bogacz and Thomas Lukasiewicz", year = "2024", booktitle = "Proceedings of the 12th International Conference on Learning Representations, ICLR 2024, Vienna, Austria, 7--11 May 2024", month = "May", } @article{SL-TACL-2023, title = "Text attribute control via closed-loop disentanglement", author = "Lei Sha and Thomas Lukasiewicz", year = "2023", journal = "Transactions of the Association for Computational Linguistics (TACL)", note = "Accepted for publication", url = "https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00640/119813/Text-Attribute-Control-via-Closed-Loop", } @article{SCL-AIJ-2022, title = "Rationalizing Predictions by Adversarial Information Calibration", author = "Lei Sha and Oana-Maria Camburu and Thomas Lukasiewicz", year = "2023", journal = "Artificial Intelligence", month = "February", pages = "103828", url = "https://doi.org/10.1016/j.artint.2022.103828", volume = "315", } @inproceedings{NeurIPS-SSHFSXBL-2021, title = "Associative Memories via Predictive Coding", author = "Tommaso Salvatori and Yuhang Song and Yujian Hong and Simon Frieder and Lei Sha and Zhenghua Xu and Rafal Bogacz and Thomas Lukasiewicz", year = "2021", booktitle = "Proceedings of the 35th Annual Conference on Neural Information Processing Systems, NeurIPS 2021", month = "December", url = "https://arxiv.org/abs/2109.08063", } @inproceedings{SHL-2021, title = "Controlling Text Edition by Changing Answers of Specific Questions", author = "Lei Sha and Patrick Hohenecker and Thomas Lukasiewicz", year = "2021", booktitle = "Findings of ACL", url = "https://doi.org/10.18653/v1/2021.findings-acl.110", } @inproceedings{sha2021learn, title = "Learning from the Best: Rationalizing Predictions by Adversarial Information Calibration", author = "Lei Sha and Oana-Maria Camburu and Thomas Lukasiewicz", year = "2021", booktitle = "Proceedings of the 35th AAAI Conference on Artificial Intelligence‚ AAAI 2021‚ Virtual Conference‚ February 2--9‚ 2021", editor = "Kevin Leyton-Brown and Mausam", publisher = "AAAI Press", url = "https://ojs.aaai.org/index.php/AAAI/article/view/17623", } @inproceedings{sha2021multitype, title = "Multi-Type Disentanglement without Adversarial Training", author = "Lei Sha and Thomas Lukasiewicz", year = "2021", booktitle = "Proceedings of the 35th AAAI Conference on Artificial Intelligence‚ AAAI 2021‚ Virtual Conference‚ February 2--9‚ 2021", editor = "Kevin Leyton-Brown and Mausam", publisher = "AAAI Press", url = "https://ojs.aaai.org/index.php/AAAI/article/view/17146", }