Based on
this paper
, this is the SocialBERT-base language model. A language model that is trained to better understand social texts in the ESG domain.
Using the
DistilRoBERTa
model as a starting point, the SocialBERT-base Language Model is additionally pre-trained on a text corpus comprising social-related annual reports, sustainability reports, and corporate and general news.
More details can be found in the paper
@article{Schimanski23ESGBERT,
title={{Bridiging the Gap in ESG Measurement: Using NLP to Quantify Environmental, Social, and Governance Communication}},
author={Tobias Schimanski and Andrin Reding and Nico Reding and Julia Bingler and Mathias Kraus and Markus Leippold},
year={2023},
journal={Available on SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4622514},
}
Runs of ESGBERT SocialBERT-base on huggingface.co
24
Total runs
0
24-hour runs
3
3-day runs
19
7-day runs
18
30-day runs
More Information About SocialBERT-base huggingface.co Model
SocialBERT-base huggingface.co is an AI model on huggingface.co that provides SocialBERT-base's model effect (), which can be used instantly with this ESGBERT SocialBERT-base model. huggingface.co supports a free trial of the SocialBERT-base model, and also provides paid use of the SocialBERT-base. Support call SocialBERT-base model through api, including Node.js, Python, http.
SocialBERT-base huggingface.co is an online trial and call api platform, which integrates SocialBERT-base's modeling effects, including api services, and provides a free online trial of SocialBERT-base, you can try SocialBERT-base online for free by clicking the link below.
ESGBERT SocialBERT-base online free url in huggingface.co:
SocialBERT-base is an open source model from GitHub that offers a free installation service, and any user can find SocialBERT-base on GitHub to install. At the same time, huggingface.co provides the effect of SocialBERT-base install, users can directly use SocialBERT-base installed effect in huggingface.co for debugging and trial. It also supports api for free installation.