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ance

A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks

berkeleylm

Automatically exported from code.google.com/p/berkeleylm

bert-qe

Code and resources for the paper "BERT-QE: Contextualized Query Expansion for Document Re-ranking".

beta-recsys

Beta-RecSys: Build, Evaluate and Tune Automated Recommender Systems

bigcows

Scrapes citation statistics from Google Scholar

bpr

Leave-one-out evaluation for BPR on Yelp round13 dataset

castor

Deep learning for information retrieval with PyTorch

cedr

Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.

colbert

ColBERT: Contextualized Late Interaction over BERT (code for SIGIR'20 paper)

colbert_fork

colbert_static_pruning

contriever

Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning

crawler4j

Open Source Web Crawler for Java

deepct

DeepCT and HDCT uses BERT to generate novel, context-aware bag-of-words term weights for documents and queries.

docker-jupyter-pytorch

pytorch with gpu support, jupyter notebook and tensorboardx

faiss

A library for efficient similarity search and clustering of dense vectors.

fastutil

fastutil extends the Java™ Collections Framework by providing type-specific maps, sets, lists and queues.

foursquare-attendance-forecasting

foursquare-attendance-service

gpl

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval" https://arxiv.org/abs/2112.07577

gsasrec

code for the gsasrec paper

gsasrec-pytorch

incubator-toree

Mirror of Apache Toree (Incubating)

ir-reproducibility

Open-Source Information Retrieval Reproducibility Challenge

ir_datasets

Provides a common interface to many IR ranking datasets.

ir_measures

provides a common interface to many IR measure tools

ircoursehm

Sample classes for Terrier-based coursework

ireval

jforests

Automatically exported from code.google.com/p/jforests

jig

A jig for controlling IR experimental runs