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nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

nlp_estimator_tutorial

Educational material on using the TensorFlow Estimator framework for text classification

nlpedia-pretrain

openai-python

The official Python library for the OpenAI API

opinion_mining

之江杯-电商评论观点挖掘 rank30

opinionet

2019之江杯人工智能大赛电商评论观点挖掘赛道top3

p-tuning

P-tuning方法在中文上的简单实验

p-tuning-v2

An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks

perfect

PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models

prompt-typing

promptkg

A Prompt Learning Framework for Knowledge Graph Representation Learning and Application

promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

prophet-1

Implementation of CVPR 2023 paper "Prompting Large Language Models with Answer Heuristics for Knowledge-based Visual Question Answering".

pure

NAACL'2021: A Frustratingly Easy Approach for Entity and Relation Extraction

pytorch_geometric

Graph Neural Network Library for PyTorch

pytorch_multi_head_selection_re

BERT + reproduce "Joint entity recognition and relation extraction as a multi-head selection problem" for Chinese and English IE

quora_question_pairs

Kaggle Quora 第21名解决方案

r-drop

R-Drop方法在中文任务上的简单实验

reasoning_in_ee

Code and datasets for the ACL 2021 paper "OntoED: Low-resource Event Detection with Ontology Embedding"

rl-intro-book-chinese

Chinese Translation for Book 《Reinforcement Learning- An Introduction》-Second Edition

schema-based-knowledge-extraction

Code for http://lic2019.ccf.org.cn/kg 信息抽取。使用基于 BERT 的实体抽取和关系抽取的端到端的联合模型。

self-adaptive-icl

self-adaptive in-context learning

self-critical.pytorch

Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning; py3 version in py3 branch (it actually should be compatible to both py2 and py3)

sif

sentence embedding by Smooth Inverse Frequency weighting scheme

spinningup

An educational resource to help anyone learn deep reinforcement learning.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

templatener

Source code for template-based NER

temporalcausalreasoning