Unconditional Text Generation

Unconditional Text Generation is a text generation paradigm that produces coherent sequences of natural language without conditioning on any specific input context or prompt, distinguishing itself from conditional approaches by relying solely on internal model dynamics and learned language patterns.

Publications

1.4K

Citations

Authors

Institutions

Publications per year

2017–2026

Parents

Text Generation

Publications

GLM: General Language Model Pretraining with Autoregressive Blank Infilling

Zhengxiao Du, Yujie Qian, Xiao Liu et al. · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · 2022 · 919 citations · Full text

Computing, Computer Science, Computational Linguistics +15

MelNet: A Generative Model for Audio in the Frequency Domain

Sean Vasquez, Mike Lewis · arXiv (Cornell University) · 2019 · 111 citations · Full text

Computing, Linguistics, Acoustics +13

Adversarial Text Generation via Feature-Mover's Distance

Li‐Qun Chen, Shuyang Dai, Chenyang Tao et al. · arXiv (Cornell University) · 2018 · 75 citations · Full text

Computing, Computer Science, Computational Linguistics +16

DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models

Zhengfu He, Tianxiang Sun, Qiong Tang et al. · 2023 · 63 citations · Full text

Computing, Computer Science, Computational Linguistics +16

Topic-Guided Variational Autoencoders for Text Generation

Wenlin Wang, Zhe Gan, Hongteng Xu et al. · arXiv (Cornell University) · 2019 · 57 citations · Full text

Computing, Computer Science, Computational Linguistics +16

1–5 of 14

Authors

XL
Xiao Liu
Tsinghua University, China
3 publications · 980 citations
3
h-index
YQ
Yujie Qian
Massachusetts Institute of Technology, United States
3 publications · 980 citations
3
h-index
MD
Ming Ding
Harbin Engineering University, China
3 publications · 980 citations
3
h-index
ZD
Zhengxiao Du
Tsinghua University, China
3 publications · 980 citations
3
h-index
JQ
Jiezhong Qiu
Tsinghua University, China
3 publications · 980 citations
3
h-index

1–5 of 53

Institutions

1–8 of 13

Venues

arXiv (Cornell University)
Repository · 9 publications · 383 citations
9
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 2 publications · 40 citations
2
h-index
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Conference · 1 publications · 919 citations
1
h-index
PubMed
Repository · 1 publications · 10 citations

1–4