makitanikaze
commited on
Commit
•
ecd1394
1
Parent(s):
e7fbb5b
Create README.md
Browse files
README.md
ADDED
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
---
|
3 |
+
language:
|
4 |
+
- en
|
5 |
+
|
6 |
+
tags:
|
7 |
+
- sequential-recommendation
|
8 |
+
- direct-recommendation
|
9 |
+
- explanation-generation
|
10 |
+
- text2text-generation
|
11 |
+
|
12 |
+
license: mit
|
13 |
+
|
14 |
+
datasets:
|
15 |
+
- amazon_us_reviews
|
16 |
+
|
17 |
+
metrics:
|
18 |
+
- NDCG
|
19 |
+
- HR
|
20 |
+
- MAE
|
21 |
+
- BLUE
|
22 |
+
- ROUGE
|
23 |
+
|
24 |
+
widget:
|
25 |
+
- text: "According to the purchase history of JSB727 : \n 2440 -> 1212 -> 4234 -> 4309 \n Can you recommend the next possible item to the user ?"
|
26 |
+
example_title: "Sequential Recommendation"
|
27 |
+
- text: "We want to make recommendation for user_497 . Select the best item from these candidates : \n 7553 , 10601 , 611 , 5844 , 14863 , 18162 , 16144 , 16003 , 11096 , 5846 , 4406 , 6849 , 17650 , 13302 , 13240 , 6132 , 4620 , 847 , 7341 , 5845 , 10557 , 12080 , 13872 , 10953 , 4230 , 9146 , 17930 , 14731 , 16458 , 1735 , 6347 , 11951 , 17576 , 14745 , 9038 , 8915 , 8311 , 10365 , 4663 , 6396 , 1900 , 1456 , 12718 , 4222 , 9399 , 8517 , 11528 , 16162 , 598 , 2064 , 1417 , 625 , 14553 , 6535 , 13867 , 5587 , 13231 , 9123 , 5654 , 11651 , 8039 , 2903 , 1178 , 9587 , 4161 , 748 , 18270 , 15012 , 13111 , 4802 , 8200 , 17202 , 7991 , 17123 , 3650 , 2639 , 4071 , 16999 , 10604 , 3212 , 7766 , 7414 , 12460 , 17144 , 10218 , 2784 , 4857 , 17745 , 12748 , 5513 , 4637 , 729 , 17925 , 17573 , 4939 , 2451 , 15202 , 9694 , 11253 , 17445"
|
28 |
+
example_title: "Direct Recommendation"
|
29 |
+
- text: "Based on the feature word sweater , generate an explanation for user_4479 about this product : Fobus Standard Holster RH Paddle GL4 Glock 29/30/39/ 21SF/30SF / S&W 99 / S&W Sigma Series V"
|
30 |
+
example_title: "Explanation Generation"
|
31 |
+
---
|
32 |
+
|
33 |
+
# P5 (Sports Small)
|
34 |
+
Recommendation as Language Processing: A Unified Pretrain, Personalized Prompt & Predict Paradigm
|
35 |
+
|
36 |
+
![model image](https://raw.githubusercontent.com/jeykigung/P5/main/pic/teaser.png)
|