MingZhong / unieval-intermediate

huggingface.co
Total runs: 24
24-hour runs: 0
7-day runs: -1
30-day runs: 14
Model's Last Updated: October 14 2022
text-generation

Introduction of unieval-intermediate

Model Details of unieval-intermediate

Pre-trained evaluator in EMNLP 2022 paper

Towards a Unified Multi-Dimensional Evaluator for Text Generation

Introduction

Multi-dimensional evaluation is the dominant paradigm for human evaluation in Natural Language Generation (NLG), i.e., evaluating the generated text from multiple explainable dimensions, such as coherence and fluency.

However, automatic evaluation in NLG is still dominated by similarity-based metrics (e.g., ROUGE, BLEU), but they are not sufficient to portray the difference between the advanced generation models.

Therefore, we propose UniEval to bridge this gap so that a more comprehensive and fine-grained evaluation of NLG systems can be achieved.

Pre-trained Evaluator

unieval-intermediate is a pre-trained Boolean Answer Generator after performing intermediate multi-task learning. On top of this checkpoint, you can also train a custom evaluator for a specific NLG task.

Usage

Please refer to our GitHub repository .

Runs of MingZhong unieval-intermediate on huggingface.co

24
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
14
30-day runs

More Information About unieval-intermediate huggingface.co Model

unieval-intermediate huggingface.co

unieval-intermediate huggingface.co is an AI model on huggingface.co that provides unieval-intermediate's model effect (), which can be used instantly with this MingZhong unieval-intermediate model. huggingface.co supports a free trial of the unieval-intermediate model, and also provides paid use of the unieval-intermediate. Support call unieval-intermediate model through api, including Node.js, Python, http.

unieval-intermediate huggingface.co Url

https://huggingface.co/MingZhong/unieval-intermediate

MingZhong unieval-intermediate online free

unieval-intermediate huggingface.co is an online trial and call api platform, which integrates unieval-intermediate's modeling effects, including api services, and provides a free online trial of unieval-intermediate, you can try unieval-intermediate online for free by clicking the link below.

MingZhong unieval-intermediate online free url in huggingface.co:

https://huggingface.co/MingZhong/unieval-intermediate

unieval-intermediate install

unieval-intermediate is an open source model from GitHub that offers a free installation service, and any user can find unieval-intermediate on GitHub to install. At the same time, huggingface.co provides the effect of unieval-intermediate install, users can directly use unieval-intermediate installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

unieval-intermediate install url in huggingface.co:

https://huggingface.co/MingZhong/unieval-intermediate

Url of unieval-intermediate

unieval-intermediate huggingface.co Url

Provider of unieval-intermediate huggingface.co

MingZhong
ORGANIZATIONS

Other API from MingZhong

huggingface.co

Total runs: 4.8K
Run Growth: 4.2K
Growth Rate: 86.10%
Updated:October 14 2022