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University of Amsterdam
- Amsterdam, NL
- https://liyongkang123.github.io/
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A simple command line tool to show GPU usage on a SLURM cluster
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
Train transformer language models with reinforcement learning.
Topic-oriented Adversarial Attacks against Black-box Neural Ranking Models]{Topic-oriented Adversarial Attacks
Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]
Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"
[NeurIPS 2023] Codebase for the paper: "Guiding Large Language Models with Directional Stimulus Prompting"
A modular RL library to fine-tune language models to human preferences
A PyTorch Library for Multi-Task Learning
强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/
Is Vec2Text Really a Threat toDense Retrieval Systems?
Simple replication of [ColBERT-v1](https://arxiv.org/abs/2004.12832).
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
Onboarding guide to Jimmy Lin's research group at the University of Waterloo
A library for efficient similarity search and clustering of dense vectors.
A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).