Comments (1)
Thank you very much for pointing this out.
We believe this is a general problem with the RobertaTokenizer
implementation in huggingface's transformers
. The tokenizer cannot tokenize empty string.
We encourage you to post an issue in huggingface's repo for this problem.
We also appreciate your attempt to solve the problem in #48. However, replacing "" with " " is not favorable due to potentially different behaviors across different tokenizers.
As a walk around, we directly call tokenizer.build_inputs_with_special_tokens([])
instead.
This is solved in our newest commit cecdb7.
Best,
Felix
from bert_score.
Related Issues (20)
- Trying Custom BERT model HOT 1
- Coco challenge link expired
- Why is matplotlib needed?
- Nan of P score?
- Tensor dimension mismatch when using lang='en-sci' HOT 2
- Cache embeddings HOT 2
- DeBERTaV3 Support HOT 1
- BERT simple true / false comparison scoring seems wrong
- Question about human ratings
- score函数无法加载离线模型【已解决】
- BERTScore can match contextualized embeddings of `[SEP]`/`[CLS]` tokens
- is tokenizer max length correct? HOT 1
- AttributeError: 'RobertaTokenizerFast' object has no attribute 'max_len'
- Using Clinical Models as Model_Type in BertScore
- Mabey we cannot assert 'model_type' as a local path? HOT 6
- Scoring Question
- Report: MPS backend is working fine HOT 1
- RuntimeError
- EnvironmentError
- ModuleNotFoundError: No module named 'bert_score' HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from bert_score.