efficient-first-stage-retrieval 0.0.32

Master Thesis with the L3S at Lebniz University Hannover

Efficient First Stage Retrieval using Dense Representations and KNN

Summary description here.

This file will become your README and also the index of your documentation.

test

Install

pip install efficient_first_stage_retrieval

How to use

Use calculate_score to calculate MAP and MRR from actual qrels in fn_qrels and from predictions in prediction

calculate_score(fn_qrels='data/robust/qrels.robust2004.txt', prediction="score.txt")

Use do_run to calculate predictions from 'searcher' and queries 'topic' and used time and store it in file and 'time-' + file

do_run(file, topics, searcher)