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ance

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

ceqe-release

colbert

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

colbert-prf-virtualappendix

colstar_virtualappendix

cwprf_virtualappendix

denseexternalexpansion_virtualappendix

dspy

DSPy: The framework for programming—not prompting—foundation models

elm

idacluster

llama-factory

Unify Efficient Fine-Tuning of 100+ LLMs

mpl-pytorch

Unofficial PyTorch implementation of "Meta Pseudo Labels"

mscproj-opencl2llvm2tir

neural-pseudo-relevance-feedback-models-for-information-retrieval

Thesis final version

optimization-algorithms

pyterrier

A Python framework for performing information retrieval experiments, building on http://terrier.org/

pyterrier_ance

pyterrier_bert

pyterrier_colbert

pyterrier_dr

ragatouille

Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

reinforce-paraphrase-generation

This repository contains the data and code for the paper "An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation" (EMNLP2019).

starter-hugo-academic

tct-repro-virtualappendix