Li Yongkang's repositories
Awesome-Robustness-Adversarial-Attacks-and-Defenses-for-Information-Retrieval
A curated list of awesome papers related to adversarial attacks and defenses for information retrieval. If I missed any papers, feel free to open a PR to include them! And any feedback and contributions are welcome!
Bigscity-LibTraffic
LibTraffic: An Open Library for Traffic Prediction
ColBERT
Stanford ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22)
H3GNN
This is the code we prepared for our manuscript that submitted to TKDD.
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
DPR
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
HarvestText
文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法
KnowledgeGraphCourse
东南大学《知识图谱》研究生课程
LeetCode-Go
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
LibMTL
A PyTorch Library for Multi-Task Learning
MultiObjectiveOptimization
Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"
nanoColBERT
Simple replication of [ColBERT-v1](https://arxiv.org/abs/2004.12832).
nndl.github.io
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
PAT
Imitation Adversarial Attacks for Black-box Neural Ranking Models
Point-of-Interest_Articles
整理兴趣点（POI）应用相关文献
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pyserini
Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
RL4LMs
A modular RL library to fine-tune language models to human preferences
Semantic-Retrieval-Models
A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).
sustech-master-reports
南方科技大学硕士开题报告、年度考核报告 （中/英）
tevatron
Tevatron - A flexible toolkit for neural retrieval research and development.
trl
Train transformer language models with reinforcement learning.
trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
vec2text
utilities for decoding deep representations (like sentence embeddings) back to text