agentlans commited on
Commit
cfb109b
·
verified ·
1 Parent(s): 2bd70f8

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +57 -0
README.md ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ task_categories:
3
+ - text-classification
4
+ - text-generation
5
+ - token-classification
6
+ - feature-extraction
7
+ - sentence-similarity
8
+ language:
9
+ - en
10
+ tags:
11
+ - nlp
12
+ - parsing
13
+ - grammar
14
+ size_categories:
15
+ - 1M<n<10M
16
+ ---
17
+ # Sentence Parse Trees
18
+
19
+ This dataset contains high-quality English sentences and their corresponding parse trees. It is derived from the [agentlans/high-quality-english-sentences](https://huggingface.co/datasets/agentlans/high-quality-english-sentences) dataset,
20
+ with parse trees generated using [spaCy](https://spacy.io/) `en_core_web_sm` package. Abnormally long or short parses have been removed.
21
+
22
+ ## Dataset Description
23
+
24
+ - **Size:** 1&thinsp;502&thinsp;479 entries
25
+ - **Source:** [agentlans/high-quality-english-sentences](https://huggingface.co/datasets/agentlans/high-quality-english-sentences)
26
+ - **Parsing Tool:** spaCy
27
+
28
+ ## Data Format
29
+
30
+ Each entry in the dataset is a JSON object with two fields:
31
+
32
+ 1. `text`: The original sentence
33
+ 2. `parse`: The parse tree in Lisp-style S-expression format
34
+ - Each list contains: syntactic dependency relation, the word, and the parse tree of its descendants
35
+ - Words are enclosed in double quotes and escaped where necessary
36
+
37
+ ### Example Entry
38
+
39
+ ```json
40
+ {
41
+ "text": "At present, this mechanism has become one of the three major pillars underpinning the development of China-UK relations.",
42
+ "parse": "(ROOT \"become\" (prep \"At\" (pobj \"present\")) (punct \",\") (nsubj \"mechanism\" (det \"this\")) (aux \"has\") (attr \"one\" (prep \"of\" (pobj \"pillars\" (det \"the\") (nummod \"three\") (amod \"major\") [...]"
43
+ }
44
+ ```
45
+
46
+ ## Usage
47
+
48
+ This dataset can be used for various natural language processing tasks, including:
49
+
50
+ - Syntactic parsing research
51
+ - Grammar analysis
52
+ - Language model training
53
+ - Linguistic studies
54
+
55
+ ## Licence
56
+
57
+ Please refer to the license of the original [agentlans/high-quality-english-sentences](https://huggingface.co/datasets/agentlans/high-quality-english-sentences) dataset.