Datasets:

Modalities:
Text
Formats:
json
Languages:
English
Libraries:
Datasets
pandas
License:
dqnguyen commited on
Commit
a549bb1
·
verified ·
1 Parent(s): 5b0f369

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +16 -0
README.md ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # RecGPT: Generative Pre-training for Text-based Recommendation
2
+
3
+ We present the first domain-adapted and fully-trained large language model, RecGPT-7B, and its instruction-following variant, RecGPT-7B-Instruct, for text-based recommendation. Experimental results on rating prediction and sequential recommendation tasks show that our model, RecGPT-7B-Instruct, outperforms previous strong baselines. The general architecture and experimental results of RecGPT can be found in our [paper](arxivlink):
4
+
5
+ ```
6
+ @inproceedings{RecGPT,
7
+ title = {{RecGPT: Generative Pre-training for Text-based Recommendation}},
8
+ author = {Hoang Ngo and Dat Quoc Nguyen},
9
+ booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics},
10
+ year = {2024}
11
+ }
12
+ ```
13
+
14
+ We publicly release the RecGPT models along with their pre-training and fine-tuning datasets.
15
+ Please cite our paper whenever RecGPT or the datasets are used to help produce published results or are incorporated into other software.
16
+ For further information or requests, please go to [RecGPT's homepage](https://github.com/VinAIResearch/RecGPT)!