de-francophones commited on
Commit
77d74b7
·
verified ·
1 Parent(s): 80e6bac

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +55 -0
README.md ADDED
@@ -0,0 +1,55 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language:
3
+ - fr
4
+ - fon
5
+ multilinguality:
6
+ - multilingual
7
+ viewer: false
8
+ task_categories:
9
+ - translation
10
+ ---
11
+
12
+ > [!NOTE]
13
+ > Dataset origin: https://zenodo.org/records/4432712
14
+
15
+
16
+ ## Description
17
+ We aim to collect, clean, and store corpora of Fon and French sentences for Natural Language Processing researches including Neural Machine Translation, Named Entity Recognition, etc. for Fon, a very low-resourced and endangered African native language.
18
+
19
+ Fon (also called Fongbe) is an African-indigenous language spoken mostly in Benin, Togo, and Nigeria - by about 2 million people.
20
+
21
+ As training data is crucial to the high performance of a machine learning model, the aim of this project is to compile the largest set of training corpora for the research and design of translation and NLP models involving Fon.
22
+
23
+ Through crowdsourcing, Google Form Surveys, we gathered and cleaned #25377 parallel Fon-French# all based on daily conversations.
24
+
25
+ To the crowdsourcing, creation, and cleaning of this version have contributed:
26
+
27
+ 1) Name: Bonaventure DOSSOU
28
+ Affiliation: MSc Student in Data Engineering, Jacobs University
29
+ Contact: femipancrace.dossou@gmail.com
30
+
31
+ 2) Name: Ricardo AHOUNVLAME
32
+ Affiliation: Student in Linguistics
33
+ Contact: tontonjars@gmail.com
34
+
35
+ 3) Name: Fabroni YOCLOUNON
36
+ Affiliation: Creator of the Label IamYourClounon
37
+ Contact: iamyourclounon@gmail.com
38
+
39
+ 4) Name: BeninLangues
40
+ Affiliation: BeninLangues
41
+ Contact: https://beninlangues.com/
42
+
43
+ 5) Name: Chris Emezue
44
+ Affiliation: MSc Student in Mathematics in Data Science, Technical University of Munich
45
+ Contact: chris.emezue@gmail.com
46
+
47
+
48
+
49
+ ## Citation
50
+ ```
51
+ @article{2103.08052, Author = {Bonaventure F. P. Dossou and Chris C. Emezue}, Title = {Crowdsourced Phrase-Based Tokenization for Low-Resourced Neural Machine Translation: The Case of Fon Language}, Year = {2021}, Eprint = {arXiv:2103.08052}, Howpublished = {African NLP, EACL 2021}}
52
+ ```
53
+ ```
54
+ @inproceedings{emezue-dossou-2020-ffr, title = "{FFR} v1.1: {F}on-{F}rench Neural Machine Translation", author = " Dossou, Femi Pancrace Bonaventure and Emezue, Chris Chinenye", booktitle = "Proceedings of the The Fourth Widening Natural Language Processing Workshop", month = jul, year = "2020", address = "Seattle, USA", publisher = "Association for Computational Linguistics", url = "https://www.aclweb.org/anthology/2020.winlp-1.21", doi = "10.18653/v1/2020.winlp-1.21", pages = "83--87"}
55
+ ```