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classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, induction network

fewrel

A Large-Scale Few-Shot Relation Extraction Dataset

globalpointer

全局指针统一处理嵌套与非嵌套NER

glyce

Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations

gpt2-chinese

Chinese version of GPT2 training code, using BERT tokenizer.

gpt2-chitchat

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI**)

hanlp

中文分词词性标注命名实体识别依存句法分析语义依存分析新词发现关键词短语提取自动摘要文本分类聚类拼音简繁转换自然语言处理

hatt-proto

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

iclr15

Sentiment Analysis with Ensemble

induction-network-on-fewrel

An attempt at replicating the Induction Network for FewRel data in Tensorflow

introductiontoalgorithm

The example code of Introduction To Algorithm

jkkl.github.io

Hexo搭建个人博客

kvpi

The resources for EMNLP-20 paper 'Proﬁle Consistency Identiﬁcation for Open-domain Dialogue Agents'

ltp

Language Technology Platform

ml_cultivate

machine learning cultivate

p-tuning

A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.

pplm

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

prototypical-networks

Code for the NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

prototypical-networks-for-few-shot-learning-pytorch

Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch

pyabsa

Open Framework for Aspect-based Sentiment Analysis based on state-of-the-art Models

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