amessina71
commited on
Commit
•
56562bd
1
Parent(s):
1ebe26b
Update README.md
Browse files
README.md
CHANGED
@@ -66,8 +66,14 @@ This model analyses the input text and provides an answer whether in the text th
|
|
66 |
## Uses
|
67 |
|
68 |
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
69 |
-
The model should be used giving a short paragraph of text
|
70 |
about which it is requested to get an answer about whether or not it contains a change of topic.
|
|
|
|
|
|
|
|
|
|
|
|
|
71 |
|
72 |
### Direct Use
|
73 |
|
|
|
66 |
## Uses
|
67 |
|
68 |
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
69 |
+
The model should be used giving as input a short paragraph of text taken from a news programme or article in Italian
|
70 |
about which it is requested to get an answer about whether or not it contains a change of topic.
|
71 |
+
The model has been trained to detect topic changes without apriori knowledge of possible points of separation (e.g., paragraphs or speaker turns).
|
72 |
+
For this reason it tends to be sensitive to the amount of text supposed to belong to either of the two subsequent topics, and therefore performs better when
|
73 |
+
the sought for topic change occurs approximately in the middle of the input. To reduce the impact of this issue, it is suggested to use
|
74 |
+
the model on a sequence of partially overlapping pieces of text taken from the document to be analysed, and to further process the results sequence
|
75 |
+
to consolidate a decision.
|
76 |
+
|
77 |
|
78 |
### Direct Use
|
79 |
|