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acl-style-files

Official style files for papers submitted to venues of the Association for Computational Linguistics

anyq

FAQ-based Question Answering System

attention-mechanisms-paper

注意力机制on自然语言处理文章整理笔记

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

awesome-papers-fewshot

Collection for Few-shot Learning

awesome-vision-language-pretraining-papers

Recent Advances in Vision and Language PreTrained Models (VL-PTMs)

awesome_deep_learning_interpretability

深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)

bert-for-chinese-question-answering

chinese-medical-mrc

chinese-ner-demo

用BI-LSTM+CRF尝试中文命名实体识别

clue

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

cokebert

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep-reinforcement-learning-algorithms-with-pytorch

drqa

A pytorch implementation of Reading Wikipedia to Answer Open-Domain Questions.

fengshenbang-lm

封神榜大模型是IDEA研究院认知计算与自然语言研究中心主导的大模型开源计划

gnnpaperreading

2019年暑假阅读Gnn-Paper目录

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-neural-network-review

javaweb

javaweb

kmrc-papers

A list of recent papers on knowledge-based machine reading comprehension.

lihang-code

《统计学习方法》的代码实现

literaturedl4graph

medicalgpt

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练、有监督微调、RLHF(奖励建模、强化学习训练)和DPO(直接偏好优化)。

ml-dl-code

ml-nlp

此项目是机器学习、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_base

自然语言基础模型

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning