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system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

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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

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ChatGLM-6B

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

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leetcode_101

LeetCode 101：力扣刷题指南

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

Language:PythonMIT2228 58 187

notes

detailed notes on computer science topics, in one page

awesome_lists

Awesome Lists for Tenure-Track Assistant Professors and PhD students. (助理教授/博士生生存指南)

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CV-Company-List

中国提供计算机视觉(CV)算法岗位的公司名单，欢迎大家提交issues进行补充

gdown.pl

Google Drive direct download of big files

Language:PerlGPL-3.0936 20 19

Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

kge

LibKGE - A knowledge graph embedding library for reproducible research

Language:PythonMIT771 19 171

long-range-arena

Long Range Arena for Benchmarking Efficient Transformers

Language:PythonApache-2.0716 24 53

awesome-ChatGPT-resource-zh

精选 OpenAI 的 [ChatGPT](https://chat.openai.com) 资源清单, 跟随最新资源并添加中文相关Work

hyperparameter-optimization

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

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LinkBERT

[ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links

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pyterrier

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

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pygaggle

a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini

Language:Jupyter NotebookApache-2.0340 12 85

ir_datasets

Provides a common interface to many IR ranking datasets.

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Semantic-Retrieval-Models

A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).

ULTRA

Unbiased Learning To Rank Algorithms (ULTRA)

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PolyEncoder

An unofficial implementation of Poly-encoder (Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring)

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Unbiased_LambdaMart

Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM

Language:C++MIT225 9 12

conversationalIR

Overview of venues, research themes and datasets relevant for conversational search.

unif

基于 Tensorflow，仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类，涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域

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duobert

Multi-stage passage ranking: monoBERT + duoBERT

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PARADE

code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for Document Reranking.

Language:PythonApache-2.097 3 25

anserini-notebooks

Anserini notebooks

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Research_CV_Template

A clean and crisp CV template

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BERT-QE

Code and resources for the paper "BERT-QE: Contextualized Query Expansion for Document Re-ranking".

Language:PythonApache-2.050 3 5

TF2_pruning_custom

Core functions for pruning weights implemented in TF2.

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