WebApr 7, 2024 · %0 Conference Proceedings %T Improving Text Generation with Student-Forcing Optimal Transport %A Li, Jianqiao %A Li, Chunyuan %A Wang, Guoyin %A Fu, Hao %A Lin, Yuhchen %A Chen, Liqun %A Zhang, Yizhe %A Tao, Chenyang %A Zhang, Ruiyi %A Wang, Wenlin %A Shen, Dinghan %A Yang, Qian %A Carin, Lawrence %S … WebJun 12, 2024 · The Generative Adversarial Network (GAN) has achieved great success in generating realistic (real-valued) synthetic data. However, convergence issues and difficulties dealing with discrete data hinder the applicability of GAN to text. We propose a framework for generating realistic text via adversarial training.
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WebXinyuan Zhang, Yitong Li, Dinghan Shen, Lawrence Carin Department of Electrical and Computer Engineering Duke University Durham, NC 27707 {xy.zhang, yitong.li, dinghan.shen, lcarin}@duke.edu Abstract Textual network embedding leverages rich text information associated with the network to learn low-dimensional vectorial … WebDinghan Shen Emails ****@duke.edu , ****@gmail.com , ****@microsoft.com Personal Links Homepage DBLP Education & Career History Researcher Microsoft (microsoft.com) 2024 – Present PhD student Duke University (duke.edu) 2015 – 2024 Undergrad student Peking University (pku.edu.cn) 2011 – 2015 Advisors, Relations & Conflicts PhD Advisor …
WebApr 7, 2024 · Wei Dong, Qinliang Su, Dinghan Shen, and Changyou Chen. 2024. Document Hashing with Mixture-Prior Generative Models. In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), pages 5226–5235, … WebApr 7, 2024 · zhang-etal-2024-improving-adversarial. Cite (ACL): Ruiyi Zhang, Changyou Chen, Zhe Gan, Wenlin Wang, Dinghan Shen, Guoyin Wang, Zheng Wen, and Lawrence Carin. 2024. Improving Adversarial Text Generation by Modeling the Distant Future. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, …
Web@inproceedings{Shen2024Baseline, title={Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms}, author={Shen, Dinghan and Wang, Guoyin and Wang, Wenlin and Renqiang Min, Martin and Su, Qinliang and Zhang, Yizhe and Li, Chunyuan and Henao, Ricardo and Carin, Lawrence}, … WebApr 7, 2024 · %0 Conference Proceedings %T Improving Disentangled Text Representation Learning with Information-Theoretic Guidance %A Cheng, Pengyu %A Min, Martin Renqiang %A Shen, Dinghan %A Malon, Christopher %A Zhang, Yizhe %A Li, Yitong %A Carin, Lawrence %S Proceedings of the 58th Annual Meeting of the …
Web2 days ago · Wenlin Wang, Zhe Gan, Hongteng Xu, Ruiyi Zhang, Guoyin Wang, Dinghan Shen, Changyou Chen, and Lawrence Carin. 2024. Topic-Guided Variational Auto …
WebMay 10, 2024 · Word embeddings are effective intermediate representations for capturing semantic regularities between words, when learning the representations of text sequences. We propose to view text classification as a label-word joint embedding problem: each label is embedded in the same space with the word vectors. We introduce an attention … paolo nutini scream chordsWebDinghan Shen, Dong Wang, Lawrence Carin Department of Electrical & Computer Engineering, Duke University Durham, NC 27708 fdhanasekar.sundararaman, vivek.subramanian, guoyin.wang, shijing.si, dinghan.shen, dong.wang363, [email protected] Abstract Attention-based models have shown significant im … paolo nutini rewind traduzioneWeb174. 2024. Understanding the solvent-assisted crystallization mechanism inherent in efficient organic–inorganic halide perovskite solar cells. D Shen, X Yu, X Cai, M Peng, Y Ma, X … H Palangi, L Deng, Y Shen, J Gao, X He, J Chen, X Song, R Ward. IEEE/ACM … Stanford University - Cited by 10,423 - Computational Social Science - Natural … Dinghan Shen Microsoft Verified email at microsoft.com. Ricardo Henao King … オイルシールプーラーWebDeconvolutional Latent-Variable Model for Text Sequence Matching. A latent-variable model is introduced for text matching, inferring sente... 0 Dinghan Shen, et al. ∙. share. … paolo nutini tickets cardiffWebApr 7, 2024 · Dinghan Shen , , , , Guoyin Wang , Ricardo Henao , Lawrence Carin Abstract Semantic hashing has become a powerful paradigm for fast similarity search in many information retrieval systems. … オイルシールプーラー 使い方WebDinghan Shen Emails ****@duke.edu , ****@gmail.com , ****@microsoft.com Personal Links Homepage DBLP Education & Career History Researcher Microsoft … paolo nutini piano roomWebHaichao Zhang, Zhe Gan, Dinghan Shen, Yizhe Zhang, Guo yin Wang, Ruiyi Zhang, and. Lawrence Carin. 2024. Adversarial text gener-ation via feature-mover s distance. In S. Ben- オイルシール メーカー