shunyuzh

MSM

Code for ICLR 2023 Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval

MVR

Code for Paper Multi-View Document Representation Learning for Open-Domain Dense Retrieval. ACL2022 Main Conference, Long Paper.

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-gpt4

A curated list of prompts, tools, and resources regarding the GPT-4 language model.

awesome-pretrained-models-for-information-retrieval

A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).

Cross-Thought

pml_book

Learning code of Probabilistic Machine Learning: An Introduction

RepCONC

WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval

shunyuzh.github.io

visdial_conv

This repository contains code used in our ACL'20 paper History for Visual Dialog: Do we really need it?