Jiaxian Guo

Texygen: A Benchmarking Platform for Text Generation Models

2018 · arXiv (Cornell University)

We introduce Texygen, a benchmarking platform to support research on open-domain text generation models. Texygen has not only implemented a majority of text generation models, but also covered a set of metrics that evaluate the …

Long Text Generation via Adversarial Training with Leaked Information

2018 · Proceedings of the AAAI Conference on Artificial Intelligence

Automatically generating coherent and semantically meaningful text has many applications in machine translation, dialogue systems, image captioning, etc. Recently, by combining with policy gradient, Generative Adversarial Nets(GAN) that use a discriminative model to guide the …

Texygen

2018

We introduce Texygen, a benchmarking platform to support research on open-domain text generation models. Texygen has not only implemented a majority of text generation models, but also covered a set of metrics that evaluate the …