Winston Anderson's repositories
Stage-wise-Fine-tuning
Code for Stage-wise Fine-tuning for Graph-to-Text Generation
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
bleurt
BLEURT is a metric for Natural Language Generation based on transfer learning.
criage
Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications
DeepNLG
A systematic comparison between pipeline and end-to-end architectures in the RDF-to-text task
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)
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"
former
Simple transformer implementation from scratch in pytorch.
GenerationEval
WebNLG+ Challenge 2020: Scripts to evaluate the RDF-to-text task with automatic metrics (BLEU, METEOR, chrF++, TER and BERT-Score)
GraphTransformer
AMR-to-text Generation with Graph Transformer
GSoC-2020
RDF -to- text generator, using GANs and reinforcement learning. For Google summer of code 2020.
KENLG-Reading
Reading list for knowledge-enhanced text generation, with a survey
KG-BART
KG-BART: Knowledge Graph-Augmented BART for GenerativeCommonsense Reasoning
kg2text
Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs (authors' implementation for the TACL20 paper)
nlg-eval
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
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
OpenNE
An Open-Source Package for Network Embedding (NE)
RDF2text-GAN
RDF -to- text generator, using GANs and reinforcement learning. For Google summer of code 2020.
StructAdapt
Structural Adapters in Pretrained Language Models for AMR-to-Text Generation (EMNLP 2021)
tensorflow-windows-wheel
Tensorflow prebuilt binary for Windows
transferlearning
Everything about Transfer Learning and Domain Adaptation--迁移学习
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
WebNLG-Text-to-triples
The evaluation script for the text-to-rdf task for WebNLG