xc15071347094

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.

FastTextRank

中文文本摘要/关键词提取

HGT-DGL

Pytorch Code for WWW'20 "Heterogeneous Graph Transformer", which is based on Deep Graph Library (DGL)

rGBN-RNN

the code for Recurrent Hierarchical Topic-Guided RNN for Language Generation tensorflow

Stage-wise-Fine-tuning

Code for Stage-wise Fine-tuning for Graph-to-Text Generation

webnlg

The enriched version of the WebNLG described at INLG 2018

xc15071347094/rGBN-RNN

the code for Recurrent Hierarchical Topic-Guided RNN for Language Generation tensorflow

xc15071347094/Stage-wise-Fine-tuning

Code for Stage-wise Fine-tuning for Graph-to-Text Generation

xc15071347094/awesome-transfer-learning

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

xc15071347094/bert

TensorFlow code and pre-trained models for BERT

xc15071347094/bert-as-service

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

xc15071347094/bleurt

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

xc15071347094/criage

Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications

xc15071347094/dart

xc15071347094/DeepNLG

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

xc15071347094/distant_supervision_nlg

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

xc15071347094/DualEnc

Codebase for DualEnc (ACL-20)

xc15071347094/EntityDuetNeuralRanking

Entity-Duet Neural Ranking Model

xc15071347094/euler

A distributed graph deep learning framework.

xc15071347094/external-knowledge-codegen

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

xc15071347094/former

Simple transformer implementation from scratch in pytorch.

xc15071347094/GenerationEval

WebNLG+ Challenge 2020: Scripts to evaluate the RDF-to-text task with automatic metrics (BLEU, METEOR, chrF++, TER and BERT-Score)

xc15071347094/GraphTransformer

AMR-to-text Generation with Graph Transformer

xc15071347094/GSoC-2020

RDF -to- text generator, using GANs and reinforcement learning. For Google summer of code 2020.

xc15071347094/KENLG-Reading

Reading list for knowledge-enhanced text generation, with a survey

xc15071347094/KG-BART

KG-BART: Knowledge Graph-Augmented BART for GenerativeCommonsense Reasoning

xc15071347094/kg2text

Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs (authors' implementation for the TACL20 paper)

xc15071347094/nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

xc15071347094/NLP_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

xc15071347094/OpenNE

An Open-Source Package for Network Embedding (NE)

xc15071347094/RDF2text-GAN

RDF -to- text generator, using GANs and reinforcement learning. For Google summer of code 2020.

xc15071347094/StructAdapt

Structural Adapters in Pretrained Language Models for AMR-to-Text Generation (EMNLP 2021)

xc15071347094/tensorflow-windows-wheel

Tensorflow prebuilt binary for Windows

xc15071347094/transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

xc15071347094/transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

xc15071347094/WebNLG-Text-to-triples

The evaluation script for the text-to-rdf task for WebNLG