DavidNemeskey commited on
Commit
537f0b7
1 Parent(s): cedc305

Updated the model card a bit.

Browse files
Files changed (1) hide show
  1. README.md +21 -5
README.md CHANGED
@@ -24,18 +24,20 @@ based on the Wikipedia subcorpus. Evaluation of the full model will appear in a
24
 
25
  ## Eval results
26
 
27
- When fine-tuned (via `BertForTokenClassification`) on chunking and NER, the model outperforms multilingual BERT, achieves state-of-the-art results on the
28
- former task and comes within 0.5% F1 to the SotA on the latter. The exact scores are
29
 
30
  | NER | Minimal NP | Maximal NP |
31
  |-----|------------|------------|
32
- | 97.62% | **97.14%** | **96.97%** |
33
 
34
  ### BibTeX entry and citation info
35
 
36
- The training corpus, parameters and the evaluation methods are discussed in the
37
- [following PhD thesis](https://hlt.bme.hu/en/publ/nemeskey_2020):
38
 
 
 
 
39
  ```bibtex
40
  @PhDThesis{ Nemeskey:2020,
41
  author = {Nemeskey, Dávid Márk},
@@ -44,3 +46,17 @@ The training corpus, parameters and the evaluation methods are discussed in the
44
  school = {E\"otv\"os Lor\'and University}
45
  }
46
  ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
24
 
25
  ## Eval results
26
 
27
+ When fine-tuned (via `BertForTokenClassification`) on chunking and NER, the model outperforms multilingual BERT, achieves state-of-the-art results on
28
+ both tasks. The exact scores are
29
 
30
  | NER | Minimal NP | Maximal NP |
31
  |-----|------------|------------|
32
+ | **97.62%** | **97.14%** | **96.97%** |
33
 
34
  ### BibTeX entry and citation info
35
 
36
+ If you use the model, please cite the following papers:
 
37
 
38
+ [Nemeskey, Dávid Márk (2020). "Natural Language Processing Methods for Language Modeling." PhD Thesis. Eötvös Loránd University.](https://hlt.bme.hu/en/publ/nemeskey_2020)
39
+
40
+ Bibtex:
41
  ```bibtex
42
  @PhDThesis{ Nemeskey:2020,
43
  author = {Nemeskey, Dávid Márk},
46
  school = {E\"otv\"os Lor\'and University}
47
  }
48
  ```
49
+
50
+ [Nemeskey, Dávid Márk (2021). "Introducing huBERT." In: XVII. Magyar Számítógépes Nyelvészeti Konferencia (MSZNY 2021). Szeged, pp. 3-14](https://hlt.bme.hu/en/publ/hubert_2021)
51
+
52
+ Bibtex:
53
+ ```bibtex
54
+ @InProceedings{ Nemeskey:2021a,
55
+ author = {Nemeskey, Dávid Márk},
56
+ title = {Introducing \texttt{huBERT}},
57
+ booktitle = {{XVII}.\ Magyar Sz{\'a}m{\'i}t{\'o}g{\'e}pes Nyelv{\'e}szeti Konferencia ({MSZNY}2021)},
58
+ year = 2021,
59
+ pages = {TBA},
60
+ address = {Szeged},
61
+ }
62
+ ```