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algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

alignment-scripts

Scripts to preprocess training and test data and to run fast_align and giza

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

bert

TensorFlow code and pre-trained models for BERT

bminf

Low-cost Inference Package for Big Pretrained Language Models (PLMs)

bmtrain

Efficient Training (including pre-training and fine-tuning) for Big Models

ceqe

Contextual Encoding for Translation Quality Estimation

charcnn

AG及新闻主题分类数据集

cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization

cnn-sentence-classification-pytorch

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

colossalai

Making big AI models cheaper, easier, and scalable

compare-mt

A program to compare language generation results and extract salient features

constrained_decoding

Lexically constrained decoding for sequence generation using Grid Beam Search

contrastive-product-matching

This repository contains the code to reproduce the experiments of the poster "Supervised Contrastive Learning for Product Matching"

cpm-2-pretrain

Code for CPM-2 Pre-Train

cpt

CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generation

das

Code and datasets for EMNLP2018 paper ‘‘Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification’’.

data-to-text-generation

Some papers and datasets about Data-To-Text Generation

data-to-text-hierarchical

Code for A Hierarchical Model for Data-to-Text Generation (Rebuffel, Soulier, Scoutheeten, Gallinari; ECIR 2020)

data2text-entity-py

Code for ACL 2019 paper on Data-to-text Generation with Entity Modeling

data2text-plan-py

Code for AAAI 2019 paper on Data-to-Text Generation with Content Selection and Planning

data2textwithauxiliarysupervision

datasetpage

the links of dataset

dependency_tree

处理依存树信息得到依存树关系矩阵

describing_a_knowledge_base

Code for Describing a Knowledge Base

distant_supervision_nlg

Code for the paper "Partially-Aligned Data-to-Text Generation with Distant Supervision" in EMNLP 2020.

ernie

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fasttext

Library for fast text representation and classification.