This page describes how to reproduce the uniCOIL experiments in the following paper:
Jimmy Lin and Xueguang Ma. A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques. arXiv:2106.14807.
To reduce duplication in documentation, we provide the following pointers:
- For instructions on how to perform end-to-end experiments in Python with Pyserini, see this guide.
- For instructions on how to perform end-to-end experiments in Java with Anserini, see individual pages under "Regression Experiments" in the main Anserini landing page.
- For details on how to train uniCOIL and perform inference, please see this guide.