SceneGraphParser
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More failure cases
For the sentence "Blond caucasian male in black t-shirt and denim jeans wearing converse sneakers , sitting on a blue foldable chair , an orange box on his lap ." The results are:
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It works well in parsing all entities, but fail in finding their relationships. I find it's common when the subject is followed by more than 1 objects, e.g. here black t-shirt, denim jean, converse sneakers and blue foldable chair, but only the first relationship can be detected (in t-shirt). How can I solve this? Thank you!
Hi, @bobwan1995 , I get the same issue. Did you solve it?
Due to 14ed400, this "and" case should work now.
In [4]: sng_parser.tprint(
...: sng_parser.parse(
...: "Blond caucasian male in black t-shirt and denim jeans wearing converse sneakers , sitting on a blue foldable c
...: hair."
...: )
...: )
Entities:
+-------------+-----------------------+-----------------+
| Head | Span | Modifiers |
|-------------+-----------------------+-----------------|
| male | blond caucasian male | blond,caucasian |
| t shirt | black t-shirt | black |
| denim jeans | denim jeans | |
| sneakers | converse sneakers | converse |
| chair | a blue foldable chair | a,blue,foldable |
+-------------+-----------------------+-----------------+
Relations:
+-------------+------------+-------------+
| Subject | Relation | Object |
|-------------+------------+-------------|
| male | in | t shirt |
| male | in | denim jeans |
| denim jeans | wearing | sneakers |
| male | sitting on | chair |
+-------------+------------+-------------+
The "orange box" case is tricky.
First, this sentence isn't very grammatically correct. For example, if you change to comma to period, it will work.
In [5]: sng_parser.tprint(
...: sng_parser.parse(
...: "Blond caucasian male in black t-shirt and denim jeans wearing converse sneakers , sitting on a blue foldable c
...: hair. an orange box on his lap."
...: )
...: )
Entities:
+-------------+-----------------------+-----------------+
| Head | Span | Modifiers |
|-------------+-----------------------+-----------------|
| male | blond caucasian male | blond,caucasian |
| t shirt | black t-shirt | black |
| denim jeans | denim jeans | |
| sneakers | converse sneakers | converse |
| chair | a blue foldable chair | a,blue,foldable |
| orange box | an orange box | an |
| lap | his lap | |
+-------------+-----------------------+-----------------+
Relations:
+-------------+------------+-------------+
| Subject | Relation | Object |
|-------------+------------+-------------|
| male | in | t shirt |
| male | in | denim jeans |
| denim jeans | wearing | sneakers |
| male | sitting on | chair |
| orange box | on | lap |
+-------------+------------+-------------+
Second, to fully understand this sentence, we need to do coreference resolution (i.e., his == the male's). This is beyond the scope of this project and I do not foresee a plan for supporting it.