flexneuart - various fixes

1. Various fixes, in particular, related to metric computation.
2. Incorporated contributed multi-GPU evaluator.
3. Incorporated contributed converter of CEDR data to SentenceBERT format.

- Java
Published by searchivarius about 1 year ago

flexneuart - upgrading to the latest version of Spacy

Upgrading Spacy, b/c old versions often won't install properly via pip

- Java
Published by searchivarius almost 3 years ago

flexneuart - new models + various fixes

This version improves in a lot of tiny details and it has the following major features: 1. Supporting embeddings using any model from the Sentence BERT library. 2. Codeless dataset creation for (almost) any dataset in the IR-datasets library. 3. Improved re-ranking model zoo, including: - COLBERT (in the re-ranking mode) - Any sentence BERT bi-encoder - PARADE models & Longformer

- Java
Published by searchivarius about 3 years ago

flexneuart - pypi version

This is our first pypi-installable version of the package.

- Java
Published by searchivarius over 4 years ago

flexneuart - Reproducing traditional run on the MS MARCO leaderboard

This short documents describes a traditional IR system that achieved MRR@100 equal to 0.298 on the MS MARCO leaderboard (on 2020-12-06). Although inferior to most BERT-based models, it outperformed five neural submissions, including two submissions that used a large pretrained Transformer model for re-ranking. We provide software and data to reproduce our results.

- Java
Published by searchivarius about 5 years ago