cjy02044027

PPT

『ACL 2023 Findings』Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion

The-Invistico-Airline-problem

twitter-sentiment-analysis

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

bert_seq2seq

pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。

t5-pegasus-pytorch

DensePhrases

ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too

RetrievalBert

TextMatch

QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）

RocketQA

🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.

LaPraDoR

🦮 Code and pretrained models for Findings of ACL 2022 paper "LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval"

DPR

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

EntityQuestions

EMNLP'2021: Simple Entity-centric Questions Challenge Dense Retrievers

hone

Convert CSV to automatically nested JSON

Dependency-LJP

The code of "Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer".

KNN-BERT

Code for paper: KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier

LJPresource

Bleu

Calculate the Bleu Score for Machine Translated Text.

tas-balanced-dense-retrieval

SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling

CJPE

GC-DPR

Train Dense Passage Retriever (DPR) with a single GPU

multilingual-t5

MLMN

This is source code of MLMN which is used to solve the law articles recommendation problem.

team-learning-data-mining

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

ChineseSquad

中文机器阅读理解数据集

exploring-T5

A repo to explore different NLP tasks which can be solved using T5

BERT-kNN

quincy-python-v2

python学习过程中的积累

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.