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acl2018_graph2seq

Code for "Graph-to-Sequence Learning using Gated Graph Neural Networks"

amr-multiview

amr2text-summ

AMR-to-Text Generator with Side Information

asextractor

基于TextRank和WordNet的中英文单文档自动摘要

awesome-natural-language-generation

A curated list of Natural Language Generation papers, tutorials, and blogs.

awesome-transfer-learning

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-utils

一行代码使用BERT生成句向量，BERT做文本分类、文本相似度计算

bleurt

BLEURT is a metric for Natural Language Generation based on transfer learning.

chimera

Code from the paper "Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation - NAACL-2019.

criage

Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications

dagcn

Dual Attention Graph Convolutional Network

dart

dataset-examples

Samples for users of the Yelp Academic Dataset

dataset-sts

Semantic Text Similarity Dataset Hub

deepnlg

A systematic comparison between pipeline and end-to-end architectures in the RDF-to-text task

deepwalk

Learn Node Embeddings from DeepWalk

dgcn

Dual Graph Convolution Networks

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dgl-ke

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

distant_supervision_nlg

Code for the paper "Partially-Aligned Data-to-Text Generation with Distant Supervision" in EMNLP 2020.

dualenc

Codebase for DualEnc (ACL-20)

easyrdf_lite

EasyRdf Lite is a customized version of EasyRdf, created for Wikidata, now obsolete and replaced with Purtle

entityduetneuralranking

Entity-Duet Neural Ranking Model

euler

A distributed graph deep learning framework.

external-knowledge-codegen

Code and data for ACL20 paper "Incorporating External Knowledge through Pre-training for Natural Language to Code Generation"

fasttextrank

中文文本摘要/关键词提取

former

Simple transformer implementation from scratch in pytorch.

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)