Commit
·
d41362d
1
Parent(s):
b0c87a7
Update README.md
Browse files
README.md
CHANGED
|
@@ -10,8 +10,70 @@ The Semeval-2017 dataset was originally proposed by *Isabelle Augenstein et al.*
|
|
| 10 |
|
| 11 |
|
| 12 |
## Dataset Structure
|
| 13 |
-
|
| 14 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 15 |
### Data Fields
|
| 16 |
|
| 17 |
- **id**: unique identifier of the document.
|
|
|
|
| 10 |
|
| 11 |
|
| 12 |
## Dataset Structure
|
| 13 |
+
## Table 1: Statistics on the length of the abstractive keyphrases for Train, Test, and Validation splits of SemEval 2017 dataset.
|
| 14 |
+
| | Train | Test | Validation |
|
| 15 |
+
|:-----------------:|:------:|:------:|:----------:|
|
| 16 |
+
| Single word | 11.59% | 12.47% | 12.89% |
|
| 17 |
+
| Two words | 30.69% | 40.92% | 33.45% |
|
| 18 |
+
| Three words | 19.20% | 17.50% | 19.16% |
|
| 19 |
+
| Four words | 10.25% | 10.94% | 9.41% |
|
| 20 |
+
| Five words | 7.43% | 4.60% | 8.36% |
|
| 21 |
+
| Six words | 5.96% | 4.37% | 6.27% |
|
| 22 |
+
| Seven words | 4.28% | 2.40% | 3.14% |
|
| 23 |
+
| Eight words | 2.59% | 1.75% | 1.34% |
|
| 24 |
+
| Nine words | 2.19% | 1.75% | 1.74% |
|
| 25 |
+
| Ten words | 1.35% | 1.31% | 0.69% |
|
| 26 |
+
| Eleven words | 0.96% | 0.44% | 1.04% |
|
| 27 |
+
| Twelve words | 1.13% | 0.44% | 1.04% |
|
| 28 |
+
| Thirteen words | 0% | 0.44% | 0.34% |
|
| 29 |
+
| Fourteen words | 0.45% | 0.22% | 0.348% |
|
| 30 |
+
| Fifteen words | 0.39% | 0% | 0% |
|
| 31 |
+
| Sixteen words | 0.17% | 0% | 0% |
|
| 32 |
+
| Seventeen words | 0.11% | 0.22% | 0.34% |
|
| 33 |
+
| Eighteen words | 0.11% | 0% | 0% |
|
| 34 |
+
| Nineteen words | 0.11% | 0.22% | 0.34% |
|
| 35 |
+
| Twenty words | 0.06% | 0% | 0% |
|
| 36 |
+
| Twenty-two words | 0.06% | 0% | 0% |
|
| 37 |
+
| Twenty-five words | 0% | 0% | 0% |
|
| 38 |
+
|
| 39 |
+
## Table 2: Statistics on the length of the extractive keyphrases for Train, Test, and Validation splits of SemEval 2017 dataset.
|
| 40 |
+
| | Train | Test | Validation |
|
| 41 |
+
|:-----------------:|:------:|:------:|:----------:|
|
| 42 |
+
| Single word | 27.94% | 34.50% | 36.56% |
|
| 43 |
+
| Two words | 33.04% | 39.64% | 31.72% |
|
| 44 |
+
| Three words | 17.85% | 13.45% | 15.50% |
|
| 45 |
+
| Four words | 8.75% | 6.19% | 7.11% |
|
| 46 |
+
| Five words | 4.72% | 2.44% | 4.27% |
|
| 47 |
+
| Six words | 2.24% | 0.89% | 1.85% |
|
| 48 |
+
| Seven words | 1.66% | 0.73% | 1.28% |
|
| 49 |
+
| Eight words | 1.33% | 0.48% | 0.43% |
|
| 50 |
+
| Nine words | 0.54% | 0.97% | 0.14% |
|
| 51 |
+
| Ten words | 0.21% | 0.24% | 0.57% |
|
| 52 |
+
| Eleven words | 0.38% | 0.081% | 0.28% |
|
| 53 |
+
| Twelve words | 0% | 0.16% | 0.14% |
|
| 54 |
+
| Thirteen words | 0.28% | 0% | 0% |
|
| 55 |
+
| Fourteen words | 0.21% | 0% | 0% |
|
| 56 |
+
| Fifteen words | 0.071% | 0% | 0% |
|
| 57 |
+
| Sixteen words | 0.02% | 0.081% | 0% |
|
| 58 |
+
| Eighteen words | 0% | 0.081% | 0.14 |
|
| 59 |
+
| Nineteen words | 0.02% | 0% | 0% |
|
| 60 |
+
| Twenty-five words | 0.04% | 0% | 0% |
|
| 61 |
+
|
| 62 |
+
## Table 3: General statistics of the Semeval 2017 dataset.
|
| 63 |
+
|
| 64 |
+
| Type of Analysis | Train | Test | Validation |
|
| 65 |
+
|:------------------------------------------------:|:-------------------:|:-------------------:|:-------------------:|
|
| 66 |
+
| Annotator Type | Authors and Readers | Authors and Readers | Authors and Readers |
|
| 67 |
+
| Document Type | Scientific Papers | Scientific Papers | Scientific Papers |
|
| 68 |
+
| No. of Documents | 350 | 100 | 50 |
|
| 69 |
+
| Avg. Document length (words) | 160.5 | 190.4 | 380.8 |
|
| 70 |
+
| Max Document length (words) | 355 | 297 | 355 |
|
| 71 |
+
| Max no. of abstractive keyphrases in a document | 23 | 13 | 22 |
|
| 72 |
+
| Min no. of abstractive keyphrases in a document | 0 | 0 | 0 |
|
| 73 |
+
| Avg. no. of abstractive keyphrases per document | 5.07 | 4.57 | 5.74 |
|
| 74 |
+
| Max no. of extractive keyphrases in a document | 29 | 27 | 30 |
|
| 75 |
+
| Min no. of extractive keyphrases in a document | 2 | 4 | 2 |
|
| 76 |
+
| Avg. no. of extractive keyphrases per document | 11.9 | 12.26 | 14.06 |
|
| 77 |
### Data Fields
|
| 78 |
|
| 79 |
- **id**: unique identifier of the document.
|