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-fcn-voc2012-

本项目旨在实现语义分割中的强力算法--FCN算法。基于深度学习MXNet框架，在VOC2012数据集（20类，200000张图片）的test image上产生一个像素级别的分割，给出每一个像素属于哪一类，包括"背景"类。基于Resnet18来创建FCN，得到0.9255的语义分割准确率。

aaai18-code

The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".

absa-bert-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

airflow_course

algorithm-base

专门为刚开始刷题的同学准备的算法基地，没有最细只有更细，立志用动画将晦涩难懂的算法说的通俗易懂！

algorithmmarkdown

algorithms-of-artificial-intelligence

Knowledge repository for current work

alibaba_ner_ace

[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction

alibaba_ner_sota

Winner system (DAMO-NLP) of SemEval 2022 MultiCoNER shared task over 10 out of 13 tracks.

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

anyq

FAQ-based Question Answering System

ark-nlp

A private nlp coding package, which quickly implements the SOTA solutions.

atis.keras

Spoken Language Understanding(SLU)/Slot Filling in Keras

awesome-network-embedding

A curated list of network embedding techniques.

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-rlhf

A curated list of reinforcement learning with human feedback resources (continually updated)

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

baby-llama2-chinese

用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.

bartabsa

bartner

bdci_car_2018

BDCI 2018 汽车行业用户观点主题及情感识别 决赛一等奖方案

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

bert-ch-ner

基于BERT的中文命名实体识别

bert-cosine-sim

Fine-tune BERT to generate sentence embedding for cosine similarity

bert-han

Hierarchical-Attention-Network

bert-ner

Pytorch-Named-Entity-Recognition-with-BERT

bert-ner-pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)