Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models
Paper • 2201.08471 • Published
How to use eugene-yang/colbertx-xlmr-large-tt-eng.fas with Transformers:
# Load model directly
from transformers import AutoTokenizer, HF_ColBERT
tokenizer = AutoTokenizer.from_pretrained("eugene-yang/colbertx-xlmr-large-tt-eng.fas")
model = HF_ColBERT.from_pretrained("eugene-yang/colbertx-xlmr-large-tt-eng.fas")Model trained by Suraj Nair.
If you use the model, please cite our paper.
@inproceedings{colbert-x,
author = {Suraj Nair and Eugene Yang and Dawn Lawrie and Kevin Duh and Paul McNamee and Kenton Murray and James Mayfield and Douglas W. Oard},
title = {Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models},
booktitle = {Proceedings of the 44th European Conference on Information Retrieval (ECIR)},
year = {2022},
url = {https://arxiv.org/abs/2201.08471}
}