使用 Prompts 和 Chains 让 ChatGPT 成为神奇的生产力工具！Unlocking the power of LLMs.

Implementation of "RankCSE: Unsupervised Sentence Representation Learning via Learning to Rank" (ACL 2023)

搜索所有中文NLP数据集，附常用英文NLP数据集

中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。

Python library for knowledge graph embedding and representation learning.

Approximate Nearest Neighbor search using CUR Decomposition

Selective Text Augmentation with Word Roles

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

Code for "Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking" (https://arxiv.org/abs/2210.10695).

天池比赛【NLP】医学搜索Query相关性判断 第三名方案

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

A Model for Natural Language Attack on Text Classification and Inference

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

an unbias-learning-to-rank dataset of Baidu

汉语自然语言处理视频教程-开源学习资料

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework. @月来客栈

Hybrid List Aware Transformer Reranking

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

带条件的分层级多答案问答--基于BERT的下游任务fine tuning实现

CCKS 2022 通用信息抽取

A unified, comprehensive and efficient recommendation library

ChineseSemanticKB,chinese semantic knowledge base, 面向中文处理的12类、百万规模的语义常用词典，包括34万抽象语义库、34万反义语义库、43万同义语义库等，可支持句子扩展、转写、事件抽象与泛化等多种应用场景。

深度学习相关的模型训练、评估和预测相关代码

DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

北京航空航天大学大数据高精尖中心自然语言处理研究团队开展了智能问答的研究与应用总结。包括基于知识图谱的问答（KBQA），基于文本的问答系统（TextQA），基于表格的问答系统（TableQA）、基于视觉的问答系统（VisualQA）和机器阅读理解（MRC）等，每类任务分别对学术界和工业界进行了相关总结。