Google BertScore is a metric for evaluating the quality of text generated by models. It uses BERT embeddings to compare the similarity between the generated text and reference text, providing a more nuanced assessment than traditional metrics like BLEU.
About Google BertScore
Google BertScore was introduced in 2019 as a way to improve the evaluation of natural language generation tasks. It was developed to leverage BERT embeddings for a more accurate comparison between generated text and reference text, addressing limitations of earlier metrics like BLEU.
Strengths of Google BertScore include its ability to capture semantic similarity and provide more nuanced evaluations than traditional metrics. Weaknesses involve computational intensity and potential sensitivity to BERT's pre-training biases. Competitors include BLEU, ROUGE, and METEOR.
Hire Google BertScore Experts
Work with Howdy to gain access to the top 1% of LatAM Talent.
Share your Needs
Talk requirements with a Howdy Expert.
Choose Talent
We'll provide a list of the best candidates.
Recruit Risk Free
No hidden fees, no upfront costs, start working within 24 hrs.
How to hire a Google BertScore expert
A Google BertScore expert must have skills in Python programming, proficiency with natural language processing (NLP) libraries such as Hugging Face's Transformers, an understanding of BERT embeddings, and experience with text evaluation metrics. Knowledge of deep learning frameworks like TensorFlow or PyTorch is also essential.
Hire Howdy Experts
*Estimations are based on information from Glassdoor, salary.com and live Howdy data.
USA
$ 97K
$ 127K
$ 54K
$ 73K
$ 224K
Employer Cost
$ 127K
Employer Cost
Howdy savings:
$ 97K
Benefits + Taxes + Fees
Salary
The Best of the Best Optimized for Your Budget
Thanks to our Cost Calculator, you can estimate how much you're saving when hiring top LatAm talent with no middlemen or hidden fees.
