Tianxiao Shen

According to our database, Tianxiao Shen authored at least 11 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

FiLM: Fill-in Language Models for Any-Order Generation.

Tianxiao Shen, Hao Peng, Ruoqi Shen, Yao Fu, Zaïd Harchaoui, Yejin Choi

CoRR, 2023

Generating Sequences by Learning to Self-Correct.

Sean Welleck, Ximing Lu, Peter West, Faeze Brahman, Tianxiao Shen, Daniel Khashabi, Yejin Choi

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Controlling Neural Language Generation

Tianxiao Shen

PhD thesis, 2022

Controlling Directions Orthogonal to a Classifier.

Yilun Xu, Hao He, Tianxiao Shen, Tommi S. Jaakkola

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

Educating Text Autoencoders: Latent Representation Guidance via Denoising.

Tianxiao Shen, Jonas Mueller, Regina Barzilay, Tommi S. Jaakkola

Proceedings of the 37th International Conference on Machine Learning, 2020

Blank Language Models.

Tianxiao Shen, Victor Quach, Regina Barzilay, Tommi S. Jaakkola

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Learning to Make Generalizable and Diverse Predictions for Retrosynthesis.

Benson Chen, Tianxiao Shen, Tommi S. Jaakkola, Regina Barzilay

CoRR, 2019

Latent Space Secrets of Denoising Text-Autoencoders.

Tianxiao Shen, Jonas Mueller, Regina Barzilay, Tommi S. Jaakkola

CoRR, 2019

Mixture Models for Diverse Machine Translation: Tricks of the Trade.

Tianxiao Shen, Myle Ott, Michael Auli, Marc'Aurelio Ranzato

Proceedings of the 36th International Conference on Machine Learning, 2019

2017

Style Transfer from Non-Parallel Text by Cross-Alignment.

Tianxiao Shen, Tao Lei, Regina Barzilay, Tommi S. Jaakkola

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Making Dependency Labeling Simple, Fast and Accurate.

Tianxiao Shen, Tao Lei, Regina Barzilay

Proceedings of the NAACL HLT 2016, 2016