Update README.md

README.md

@@ -54,10 +54,10 @@ The dataset is provided as JSONL files[^1] where each row follows the following
 
 ```
 {
-  "text": " ILLESCAS, (Géog.) petite ville d'Espagne <...> ",
+  "text": "ILLESCAS, (Géog.) petite ville d'Espagne <...> ",
   "meta": {"volume": 8, "head": "ILLESCAS", "author": "unsigned", "domain_article": "Géographie", "domain_paragraph": "Géographie", "article": 2637, "paragraph": 1},
-  "tokens": [{"text": " ", "start": 0, "end": 1, "id": 0, "ws": false}, {"text": "ILLESCAS", "start": 1, "end": 9, "id": 1, "ws": false}, {"text": ",", "start": 9, "end": 10, "id": 2, "ws": true}, {"text": "(", "start": 11, "end": 12, "id": 3, "ws": false}, {"text": "Géog", "start": 12, "end": 16, "id": 4, "ws": false}, {"text": ".", "start": 16, "end": 17, "id": 5, "ws": false}, {"text": ")", "start": 17, "end": 18, "id": 6, "ws": true}, {"text": "petite", "start": 19, "end": 25, "id": 7, "ws": true}, {"text": "ville", "start": 26, "end": 31, "id": 8, "ws": true}, {"text": "d'", "start": 32, "end": 34, "id": 9, "ws": false}, {"text": "Espagne", "start": 34, "end": 41, "id": 10, "ws": false}, {"text": ",", "start": 41, "end": 42, "id": 11, "ws": true} <...>],
-  "spans": [{"text": "ILLESCAS", "start": 1, "end": 9, "token_start": 1, "token_end": 1, "label": "Head"}, {"text": "Géog.", "start": 12, "end": 17, "token_start": 4, "token_end": 5, "label": "Domain-mark"}, {"text": "petite ville", "start": 19, "end": 31, "token_start": 7, "token_end": 8, "label": "NC-Spatial"}, {"text": "petite ville d'Espagne", "start": 19, "end": 41, "token_start": 7, "token_end": 10, "label": "ENE-Spatial"}, {"text": "Espagne", "start": 34, "end": 41, "token_start": 10, "token_end": 10, "label": "NP-Spatial"}, <...>]
+  "tokens": [{"text": "ILLESCAS", "start": 0, "end": 8, "id": 0, "ws": false}, {"text": ",", "start": 8, "end": 9, "id": 1, "ws": true}, {"text": "(", "start": 10, "end": 11, "id": 2, "ws": false}, {"text": "Géog", "start": 11, "end": 15, "id": 3, "ws": false}, {"text": ".", "start": 15, "end": 16, "id": 4, "ws": false}, {"text": ")", "start": 16, "end": 17, "id": 5, "ws": true}, {"text": "petite", "start": 18, "end": 24, "id": 6, "ws": true}, {"text": "ville", "start": 25, "end": 30, "id": 7, "ws": true}, {"text": "d'", "start": 31, "end": 33, "id": 8, "ws": false}, {"text": "Espagne", "start": 33, "end": 40, "id": 9, "ws": false}, {"text": ",", "start": 40, "end": 41, "id": 10, "ws": true} <...>],
+  "spans": [{"text": "ILLESCAS", "start": 0, "end": 8, "token_start": 0, "token_end": 0, "label": "Head"}, {"text": "Géog.", "start": 11, "end": 16, "token_start": 3, "token_end": 4, "label": "Domain-mark"}, {"text": "petite ville", "start": 18, "end": 30, "token_start": 6, "token_end": 7, "label": "NC-Spatial"}, {"text": "petite ville d'Espagne", "start": 18, "end": 40, "token_start": 6, "token_end": 9, "label": "ENE-Spatial"}, {"text": "petite ville d'Espagne, dans la nouvelle Castille", "start": 18, "end": 67, "token_start": 6, "token_end": 14, "label": "ENE-Spatial"}, {"text": "Espagne", "start": 33, "end": 40, "token_start": 9, "token_end": 9, "label": "NP-Spatial"}, <...>]
 }
 ```
 
@@ -107,7 +107,7 @@ The datasets have the following breakdown of tokens and spans/entities.
 |   | Train | Validation | Test|
 |---|:---:|:---:|:---:|
 |Paragraphs| 1,800 | 200 | 200|
-| Tokens | 134,254 | 15,167 | 14,079 |
+| Tokens | 132,398 | 14,959 | 13,881 |
 | NC-Spatial | 3,252 | 358 | 355 |
 | NP-Spatial | 4,707 | 464 | 519 |
 | ENE-Spatial | 3,043 | 326 | 334 |
@@ -132,6 +132,11 @@ List of people involved in annotating the dataset:
 * [Katherine McDonough](https://www.lancaster.ac.uk/dsi/about-us/members/katherine-mcdonough#projects) ([@kmcdono2](https://github.com/kmcdono2), Lancaster University & The Alan Turing Institute
 
 
+## Cite this work
+
+> Moncla, L., Vigier, D., & McDonough, K. (2024). GeoEDdA: A Gold Standard Dataset for Geo-semantic Annotation of Diderot & d’Alembert’s Encyclopédie. In proceedings of the 2nd International Workshop on Geographic Information Extraction from Texts (GeoExT'24), ECIR Conference, Glasgow, UK.
+
+
 ### Acknowledgement
 
 The authors are grateful to the [ASLAN project](https://aslan.universite-lyon.fr) (ANR-10-LABX-0081) of the Université de Lyon, for its financial support within the French program "Investments for the Future" operated by the National Research Agency (ANR).