Commit
β’
a2a1881
1
Parent(s):
d7a71e2
Update README.md
Browse files
README.md
CHANGED
@@ -65,7 +65,6 @@ Sahrawat, Dhruva, Debanjan Mahata, Haimin Zhang, Mayank Kulkarni, Agniv Sharma,
|
|
65 |
### π Limitations
|
66 |
* This keyphrase extraction model is very domain-specific and will perform very well on abstracts of scientific papers. It's not recommended to use this model for other domains, but you are free to test it out.
|
67 |
* Only works for English documents.
|
68 |
-
* For a custom model, please consult the [training notebook]() for more information.
|
69 |
|
70 |
### β How To Use
|
71 |
```python
|
@@ -139,8 +138,6 @@ print(keyphrases)
|
|
139 |
You can find more information in the [paper](https://dl.acm.org/doi/10.3115/1119355.1119383).
|
140 |
|
141 |
## π·ββοΈ Training Procedure
|
142 |
-
For more in detail information, you can take a look at the [training notebook]().
|
143 |
-
|
144 |
### Training Parameters
|
145 |
|
146 |
| Parameter | Value |
|
@@ -256,7 +253,5 @@ The model achieves the following results on the Inspec test set:
|
|
256 |
|:-----------------:|:----:|:----:|:----:|:----:|:----:|:-----:|:----:|:----:|:----:|
|
257 |
| Inspec Test Set | 0.45 | 0.40 | 0.39 | 0.33 | 0.53 | 0.38 | 0.47 | 0.57 | 0.49 |
|
258 |
|
259 |
-
For more information on the evaluation process, you can take a look at the keyphrase extraction [evaluation notebook]().
|
260 |
-
|
261 |
## π¨ Issues
|
262 |
Please feel free to start discussions in the Community Tab.
|
|
|
65 |
### π Limitations
|
66 |
* This keyphrase extraction model is very domain-specific and will perform very well on abstracts of scientific papers. It's not recommended to use this model for other domains, but you are free to test it out.
|
67 |
* Only works for English documents.
|
|
|
68 |
|
69 |
### β How To Use
|
70 |
```python
|
|
|
138 |
You can find more information in the [paper](https://dl.acm.org/doi/10.3115/1119355.1119383).
|
139 |
|
140 |
## π·ββοΈ Training Procedure
|
|
|
|
|
141 |
### Training Parameters
|
142 |
|
143 |
| Parameter | Value |
|
|
|
253 |
|:-----------------:|:----:|:----:|:----:|:----:|:----:|:-----:|:----:|:----:|:----:|
|
254 |
| Inspec Test Set | 0.45 | 0.40 | 0.39 | 0.33 | 0.53 | 0.38 | 0.47 | 0.57 | 0.49 |
|
255 |
|
|
|
|
|
256 |
## π¨ Issues
|
257 |
Please feel free to start discussions in the Community Tab.
|