njirene

SynSem

Improving Aspect Extraction based on Rules through Deep Syntax-Semantics Communication

ACLPUB

The official tool for creating proceedings for conferences of the Association for Computational Linguistics (ACL).

EmbedKGQA

ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

transition-amr-parser

Transition-based parser for Abstract Meaning Representation (AMR) in Pytorch

QuestionAnsweringOverFB

WordGCN

ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

SEMSYN

Improving Aspect Extraction based on Rules through Deep Syntax-Semantics Communication

HanLP

中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

amr-eager-multilingual

AMR Eager trained on English, German, Italian, Spanish and Chinese

SOCC

SFU Opinion and Comments Corpus

python

Show Me the Code Python version.

Deep2S

RINANTE

Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision

Comparative-QA

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

DocRED

Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.

stog

AMR Parsing as Sequence-to-Graph Transduction

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

AREL

Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"

Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

DeepPath

code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

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.

InferSent

Sentence embeddings (InferSent) and training code for NLI.

jamr

JAMR Parser and Generator

LifeCycleQA

The data and the code for the paper titled "Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming"

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

LENA

LENA: Locality-Expanded Neural Embedding for Knowledge Base Completion. AAAI-2019

KBGAN

Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071