Generate, Annotate, and Learn: NLP with Synthetic Text

Descriptions

This repo contains source code and pre-processed corpora for Generate, Annotate, and Learn: NLP with Synthetic Text (accepted to TACL2022) (paper, blog)

Synthesizing Text

Please find code and data here

Self-training

Please find code and data here

Knowledge Distillation

Please find code and data here

Citation

Please cite as:

@article{DBLP:journals/corr/abs-2106-06168,
  author    = {Xuanli He and
               Islam Nassar and
               Jamie Kiros and
               Gholamreza Haffari and
               Mohammad Norouzi},
  title     = {Generate, Annotate, and Learn: NLP with Synthetic Text},
  journal   = {CoRR},
  volume    = {abs/2106.06168},
  year      = {2021},
  url       = {https://arxiv.org/abs/2106.06168},
  eprinttype = {arXiv},
  eprint    = {2106.06168},
  timestamp = {Tue, 15 Jun 2021 16:35:15 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-2106-06168.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}