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Junxian He
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On the Sentence Embeddings from Pre-trained Language Models
B Li, H Zhou, J He, M Wang, Y Yang, L Li
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
2502020
Lagging Inference Networks and Posterior Collapse in Variational Autoencoders
J He, D Spokoyny, G Neubig, T Berg-Kirkpatrick
International Conference on Learning Representations (ICLR) 2019, 2019
2502019
Revisiting Self-Training for Neural Sequence Generation
J He, J Gu, J Shen, MA Ranzato
International Conference on Learning Representations (ICLR) 2020, 2020
1572020
Choosing Transfer Languages for Cross-Lingual Learning
YH Lin, CY Chen, J Lee, Z Li, Y Zhang, M Xia, S Rijhwani, J He, Z Zhang, ...
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
1292019
StructVAE: Tree-structured latent variable models for semi-supervised semantic parsing
P Yin, C Zhou, J He, G Neubig
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
1022018
Towards a Unified View of Parameter-Efficient Transfer Learning
J He, C Zhou, X Ma, T Berg-Kirkpatrick, G Neubig
International Conference on Learning Representations (ICLR) 2022, 2022
972022
A Probabilistic Formulation of Unsupervised Text Style Transfer
J He, X Wang, G Neubig, T Berg-Kirkpatrick
International Conference on Learning Representations (ICLR) 2020, 2020
862020
Texar: A modularized, versatile, and extensible toolkit for text generation
Z Hu, H Shi, B Tan, W Wang, Z Yang, T Zhao, J He, L Qin, D Wang, X Ma, ...
arXiv preprint arXiv:1809.00794, 2018
66*2018
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text
B Li, J He, G Neubig, T Berg-Kirkpatrick, Y Yang
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
612019
Efficient correlated topic modeling with topic embedding
J He, Z Hu, T Berg-Kirkpatrick, Y Huang, EP Xing
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
522017
Ctrlsum: Towards generic controllable text summarization
J He, W Kryściński, B McCann, N Rajani, C Xiong
arXiv preprint arXiv:2012.04281, 2020
462020
Unsupervised Learning of Syntactic Structure with Invertible Neural Projections
J He, G Neubig, T Berg-Kirkpatrick
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
392018
Efficient Nearest Neighbor Language Models
J He, G Neubig, T Berg-Kirkpatrick
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
222021
The source-target domain mismatch problem in machine translation
J Shen, PJ Chen, M Le, J He, J Gu, M Ott, M Auli, MA Ranzato
arXiv preprint arXiv:1909.13151, 2019
212019
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections
J He, Z Zhang, T Berg-Kirkpatrick, G Neubig
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
192019
Learning Sparse Prototypes for Text Generation
J He, T Berg-Kirkpatrick, G Neubig
Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020), 2020
122020
Neuro-symbolic language modeling with automaton-augmented retrieval
U Alon, F Xu, J He, S Sengupta, D Roth, G Neubig
International Conference on Machine Learning, 468-485, 2022
52022
Prompt Consistency for Zero-Shot Task Generalization
C Zhou, J He, X Ma, T Berg-Kirkpatrick, G Neubig
arXiv preprint arXiv:2205.00049, 2022
52022
Text network exploration via heterogeneous web of topics
J He, Y Huang, C Liu, J Shen, Y Jia, X Wang
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), 99-106, 2016
52016
Capturing Structural Locality in Non-parametric Language Models
FF Xu, J He, G Neubig, VJ Hellendoorn
International Conference on Learning Representations (ICLR) 2022, 2022
42022
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