A unified approach to explain the output of any conditional text generation model.
Project description
LERG (Local Explanation of Response Generation) is a unified approach to explain the output of any conditional text generation model. LERG extends and unifies game theory based approach (Shapley value) and local explanations to consider the relationship among output time steps, thus being suitable for text generation.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file lerg-0.0.1.tar.gz.
File metadata
- Download URL: lerg-0.0.1.tar.gz
- Upload date:
- Size: 6.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.25.0 requests-toolbelt/0.9.1 urllib3/1.26.2 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.8.5
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
87c3a8d1830509a053ee0f3a50d482437a5b2455cdffb595fbb58b6dc9fab424
|
|
| MD5 |
7250790cf6028807e2e31c945bf40194
|
|
| BLAKE2b-256 |
2a45733c281f8a5b64d5341755cbbe9eabc99a3aae9e7b8a6f7559a0b4d895cd
|
File details
Details for the file lerg-0.0.1-py3-none-any.whl.
File metadata
- Download URL: lerg-0.0.1-py3-none-any.whl
- Upload date:
- Size: 7.3 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/3.8.0 pkginfo/1.8.2 readme-renderer/34.0 requests/2.25.0 requests-toolbelt/0.9.1 urllib3/1.26.2 tqdm/4.63.0 importlib-metadata/4.11.3 keyring/23.5.0 rfc3986/2.0.0 colorama/0.4.4 CPython/3.8.5
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
1ea3cba1277d988f8f886d0f0f1b03eb5d56724396b6c90ca5aedee9151be314
|
|
| MD5 |
3288be7a29a0a75fa42580da5d82cd6a
|
|
| BLAKE2b-256 |
43ea66a14fd388df4784209cbbba745820e0c2ad2b2b1851b158006dd3cf1866
|
