Update README.md
Browse files
README.md
CHANGED
@@ -1,3 +1,24 @@
|
|
1 |
---
|
2 |
license: mpl-2.0
|
3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
license: mpl-2.0
|
3 |
---
|
4 |
+
### CosmicRoBERTa
|
5 |
+
|
6 |
+
This model is a further pre-trained version of RoBERTa on a domain-specific corpus, including abstracts from the NTRS library, abstracts from SCOPUS etc...
|
7 |
+
|
8 |
+
The further pre-training corpus includes publications abstracts, books, and Wikipedia pages related to space systems. Corpus size is 14.3 GB. SpaceRoBERTa was further pre-trained on this domain-specific corpus from [RoBERTa-Base](https://huggingface.co/roberta-base). In our paper, it is then fine-tuned for a Concept Recognition task.
|
9 |
+
|
10 |
+
### BibTeX entry and citation info
|
11 |
+
|
12 |
+
```
|
13 |
+
@ARTICLE{
|
14 |
+
9548078,
|
15 |
+
author={Berquand, Audrey and Darm, Paul and Riccardi, Annalisa},
|
16 |
+
journal={IEEE Access},
|
17 |
+
title={SpaceTransformers: Language Modeling for Space Systems},
|
18 |
+
year={2021},
|
19 |
+
volume={9},
|
20 |
+
number={},
|
21 |
+
pages={133111-133122},
|
22 |
+
doi={10.1109/ACCESS.2021.3115659}
|
23 |
+
}
|
24 |
+
```
|