amallia

BMP

Faster Learned Sparse Retrieval with Block-Max Pruning. ACM SIGIR 2024.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

retriv

A Python Search Engine for Humans 🥸

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

perf-ninja-rs

Rust port of dendibakh/perf-ninja - an online course where you can learn and master the skill of low-level performance analysis and tuning.

rust-learning

A bunch of links to blog posts, articles, videos, etc for learning Rust

pyterrier_pisa

A Python interface to PISA

qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

milvus

A cloud-native vector database, storage for next generation AI applications

pisa

PISA: Performant Indexes and Search for Academia

ecir2021tutorial

pairwise-ttest

Scripts to perform pairwise t-test on TREC run files

Reranker

Build Text Rerankers with Deep Language Models

natural-questions

Natural Questions (NQ) contains real user questions issued to Google search, and answers found from Wikipedia by annotators. NQ is designed for the training and evaluation of automatic question answering systems.

SIGIR19-BERT-IR

Repo of code and data for SIGIR-19 short paper "Deeper Text Understanding for IR with Contextual NeuralLanguage Modeling"

NeuralKpGen

An Empirical Study on Pre-trained Language Models for Neural Keyphrase Generation

Master_Thesis_MSMARCO_Passage_Reranking_BERT

python-fire

Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.

anserini-tools

Evaluation tools shared across anserini, pyserini, and pygaggle

rrepair

rank_bm25

A Collection of BM25 Algorithms in Python

ReQue

A Benchmark Workflow and Dataset Collection for Query Refinement

cmph

C Minimal Perfect Hashing Library

matchmaker

Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch

rii

Fast and memory-efficient ANN with a subset-search functionality

sketch

C++ Implementations of sketch data structures with SIMD Parallelism, including Python bindings

aws-machine-learning-university-accelerated-nlp

Machine Learning University: Accelerated Natural Language Processing Class

google-research

Google Research

ALEX

A library for building an in-memory, Adaptive Learned indEX

RMI

The recursive model index, a learned index structure