https://github.com/d-roberts/transformers-retrieval-ranking-nli-ecir2021
Multilingual retrieval, ranking and natural language inference with transformers (mBERT); PyTorch implementation code for article in European Conference on Information Retrieval (ECIR2021)
https://github.com/d-roberts/transformers-retrieval-ranking-nli-ecir2021
bert information-retrieval multilingual natural-language-inference nlp onnx pytorch ranking textual-entailment transfer-learning transformers
Last synced: about 2 months ago
JSON representation
Multilingual retrieval, ranking and natural language inference with transformers (mBERT); PyTorch implementation code for article in European Conference on Information Retrieval (ECIR2021)
- Host: GitHub
- URL: https://github.com/d-roberts/transformers-retrieval-ranking-nli-ecir2021
- Owner: D-Roberts
- License: apache-2.0
- Created: 2020-12-17T23:07:44.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2024-03-13T16:31:52.000Z (over 1 year ago)
- Last Synced: 2025-04-23T21:18:21.138Z (about 2 months ago)
- Topics: bert, information-retrieval, multilingual, natural-language-inference, nlp, onnx, pytorch, ranking, textual-entailment, transfer-learning, transformers
- Language: Python
- Homepage:
- Size: 3.76 MB
- Stars: 3
- Watchers: 0
- Forks: 1
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
## PyTorch Codebase for the article
[Multilingual Evidence Retrieval, Ranking and Natural Language Inference](https://arxiv.org/pdf/2012.08919.pdf)
Requires up to 3Gb RAM. Fine-tuned models will be downloaded from S3; please email for access to models and datasets.
To cite:
```
@inproceedings{olteanu2021multilingual,
title={Multilingual Evidence Retrieval and Fact Verification to Combat Global Disinformation: The Power of Polyglotism},
author={Olteanu Roberts, Denisa A},
booktitle={European Conference on Information Retrieval},
pages={359--367},
year={2021},
organization={Springer}
}
```