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aacl-ijcnlp2022-kgc-tutorial

Materials for AACL-IJCNLP-2022 tutorial: Efficient and Robust Knowledge Graph Construction

abstractknowledgegraph

AbstractKnowledgeGraph, a systematic knowledge graph that concentrate on abstract thing including abstract entity and action. 抽象知识图谱，目前规模50万，支持名词性实体、状态性描述、事件性动作进行抽象。目标于抽象知识，包括抽象实体，抽象动作，抽象事件。基于该知识图谱，可以进行不同层级的实体抽象和动作抽象，这与人类真实高度概括的认知是一致的。

ace2005-preprocessing

ACE 2005 corpus preprocessing for Event Extraction task

acl2022_knowledgenlp_tutorial

Materials for ACL-2022 tutorial: Knowledge-Augmented Methods for Natural Language Processing

adaptnlp

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

adv-ed

Source code and dataset for NAACL 2019 paper "Adversarial Training for Weakly Supervised Event Detection".

agentchain

Chain together LLMs for reasoning & orchestrate multiple large models for accomplishing complex tasks

aggcn_tacred

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

aix360

Interpretability and explainability of data and machine learning models

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

ali_data

基于竞赛的各种尝试，都放在这里

alpacatag

AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging

aquvitae

The Easiest Knowledge Distillation Library for Lightweight Deep Learning

ashpy

TensorFlow 2.0 library for distributed training, evaluation, model selection, and fast prototyping.

aspect-based-sentiment-analysis

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

autoact

autodl

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

autoencoder

Implementation of Semantic Hashing. Modified from Ruslan Salakhutdinov and Geoff Hinton's code of training Deep AutoEncoder

autokg

autonlp

WAIC AutoNlp

awesome-chinese-llm

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

awesome-chinese-ner

中文命名实体识别。包含目前最新的中文命名实体识别论文、中文实体识别相关工具、数据集，以及中文预训练模型、词向量、实体识别综述等。

awesome-entity-linking

awesome-imbalanced-learning

A curated list of awesome imbalanced learning papers, codes, frameworks and libraries. | 类别不平衡学习：论文/代码/框架/库

awesome-knowledge-graph-reasoning

AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets

awesome-llm

Awesome-LLM: a curated list of Large Language Model

awesome-llm-kg

Awesome papers about unifying LLMs and KGs

awesome-llm-role-playing-with-persona

Awesome-llm-role-playing-with-persona: a curated list of resources for large language models for role-playing with assigned personas

awesome-llm4tool

A curated list of the papers, repositories, tutorials, and anythings related to the large language models for tools