kwang2049

easy-elasticsearch

Using business-level retrieval system (BM25) with Python in just a few lines.

crash-ipdb

Debug Python crashes conveniently: Whenever a Python code crashes, the ipdb debugger will be triggered.

benchmarking-ann

Benchmarking Approximate Nearest Neighbor (ANN) algorithms for dense text retrieval.

clddp

An implementation for constrastive learning with multiple GPUs (i.e. Distributed-Data-Parallel), with a special focus on neural retrieval.

dist_tuto.pth

Official code for "Writing Distributed Applications with PyTorch", PyTorch Tutorial

kwang2049.github.io

AdaSent

This repository contains the code for the EMNLP'23 paper "AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification"

beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

CQADupStack

Python3 and docker for preprocessing CQADupStack

DPR

This repo aims at reproducing DPR (single-nq) retrieval evaluation with just a few commands.

long-coref

Coreference resolution (e2e-coref) for long documents

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

splade

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.