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auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

bert

TensorFlow code and pre-trained models for BERT

bert-flow

TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)

chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily search and find personal or work documents by asking questions in everyday language.

chinese-text-classification-pytorch

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

cnn_sentence

CNNs for sentence classification

cross-thought

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

diin-in-keras

Reproducing Densely Interactive Inference Network in Keras

dmlc-core

A common bricks library for building scalable and portable distributed machine learning.

dpcnn

Deep Pyramid Convolutional Neural Networks for Text Categorization in PyTorch

dssm

DSSM and Multi-View DSSM

esim

Implementation of the ESIM model for natural language inference with PyTorch

fasttext

Library for fast text representation and classification.

gensen

Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning

hadoop

hcan

EMNLP'19: Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling

infersent

InferSent sentence embeddings

jalammar.github.io

Build a Jekyll blog in minutes, without touching the command line.

kaggle-2014-criteo

keras

Deep Learning for humans

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

libffm

A Library for Field-aware Factorization Machines

llmsurvey

A collection of papers and resources related to Large Language Models.

lm-bff

ACL'2021: LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723

matchpyramid-tensorflow

A simple version of MatchPyramid implement in TensorFlow. Paper https://arxiv.org/abs/1602.06359.

nlp_tutorial

NLP超强入门指南，包括各任务sota模型汇总（文本分类、文本匹配、序列标注、文本生成、语言模型），以及代码、技巧

nlpedia-pretrain

nsp-bert

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"