MingZhong / unieval-fact

huggingface.co
Total runs: 3.3K
24-hour runs: 0
7-day runs: -423
30-day runs: -1.4K
Model's Last Updated: October 14 2022
text-generation

Introduction of unieval-fact

Model Details of unieval-fact

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-fact is the pre-trained evaluator for the factual consistency detection task. It can evaluate the model output and predict a consistency score.

Usage

Please refer to our GitHub repository .

Runs of MingZhong unieval-fact on huggingface.co

3.3K
Total runs
0
24-hour runs
-43
3-day runs
-423
7-day runs
-1.4K
30-day runs

More Information About unieval-fact huggingface.co Model

unieval-fact huggingface.co

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

MingZhong unieval-fact online free

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

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

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

unieval-fact install

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

unieval-fact install url in huggingface.co:

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

Url of unieval-fact

unieval-fact huggingface.co Url

Provider of unieval-fact 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