Updated README.md
Browse files
README.md
CHANGED
@@ -11,4 +11,45 @@ tags:
|
|
11 |
- open-domain
|
12 |
- chit-chat
|
13 |
- evaluation
|
14 |
-
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
11 |
- open-domain
|
12 |
- chit-chat
|
13 |
- evaluation
|
14 |
+
---
|
15 |
+
# Model Card for Model ID
|
16 |
+
|
17 |
+
This model is fine-tuned version of KLUE BERT (https://huggingface.co/klue/bert-base) for the open-domain dialogue evaluation based on the original BERT-RUBER(https://arxiv.org/pdf/1904.10635) architecture.
|
18 |
+
|
19 |
+
## Model Details
|
20 |
+
|
21 |
+
The model consists of the BERT encoder for contextualized embedding and an additional multi-layer classifier.
|
22 |
+
For pooling, this model uses the mean pooling.
|
23 |
+
|
24 |
+
The details can be found on the original paper: https://arxiv.org/pdf/1904.10635
|
25 |
+
|
26 |
+
### Model Description
|
27 |
+
|
28 |
+
- **Developed by:** devjwsong
|
29 |
+
- **Model type:** BertModel + MLP
|
30 |
+
- **Language(s) (NLP):** Korean
|
31 |
+
- **License:** MIT
|
32 |
+
- **Finetuned from model [optional]:** klue/bert-base (https://huggingface.co/klue/bert-base)
|
33 |
+
-
|
34 |
+
### Model Sources [optional]
|
35 |
+
|
36 |
+
<!-- Provide the basic links for the model. -->
|
37 |
+
|
38 |
+
- **Repository:** https://github.com/devjwsong/bert-ruber-kor-pytorch
|
39 |
+
- **Paper:** https://arxiv.org/pdf/1904.10635
|
40 |
+
|
41 |
+
## Citation
|
42 |
+
|
43 |
+
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
|
44 |
+
- Ghazarian, S., Wei, J. T. Z., Galstyan, A., & Peng, N. (2019). Better automatic evaluation of open-domain dialogue systems with contextualized embeddings. arXiv preprint arXiv:1904.10635.
|
45 |
+
- Park, S., Moon, J., Kim, S., Cho, W. I., Han, J., Park, J., ... & Cho, K. (2021). Klue: Korean language understanding evaluation. arXiv preprint arXiv:2105.09680.
|
46 |
+
|
47 |
+
## Model Card Authors
|
48 |
+
|
49 |
+
Jaewoo (Kyle) Song (devjwsong)
|
50 |
+
|
51 |
+
## Model Card Contact
|
52 |
+
|
53 |
+
- devjwsong@gmail.com
|
54 |
+
- https://github.com/devjwsong
|
55 |
+
- https://www.linkedin.com/in/jaewoo-song-13b375196
|