vision-zhao

tapas

End-to-end neural table-text understanding models.

Table-Pretraining

ICLR 2022 Paper, SOTA Table Pre-training Model, TAPEX: Table Pre-training via Learning a Neural SQL Executor

json2vec

Implementation of Semantic Tree-structured Learning Algorithm (STRLA) for JSON data, aka. JSON Neural Network

voyager

Visualization Tool for Data Exploration

DeepEye-APIs

APIs of DeepEye. DeepEye: Towards Automatic Data Visualization [ICDE 2018]

visualization_recommendation_systems

This repo is the collection of published visualization recommendation systems source codes

vizml

Plotly dataset-visualization pairs, feature extraction scripts, and model training code for VizML (CHI 2019)

LOTClass

[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach

DeepKE

[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

awesome-relation-extraction

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

KBQA-BERT

基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式

KBQA-for-Diagnosis

Knowledge Graph,Question Answering System，基于知识图谱和向量检索的医疗诊断问答系统

awesome-knowledge-graph

整理知识图谱相关学习资料

tranX

A general-purpose neural semantic parser for mapping natural language queries into machine executable code

lm-prior-for-nmt

This repository contains source code for the paper "Language Model Prior for Low-Resource Neural Machine Translation"

GrammarCNN

A CNN model for code generation.

TreeGen

A Tree-Based Transformer Architecture for Code Generation. (AAAI'20)

CodeBERT

CodeBERT

card2code

A code generation dataset for generating the code that implements Hearthstone and Magic The Gathering card effects.

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

bluebert

BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).

gap-text2sql

GAP-text2SQL: Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training

transformer

A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"

ncNet

ncNet, a Transformer-based model for supporting NL2VIS.

nl4dv

A python toolkit to create Visualizations (Vis) using natural language (NL) or add an NL interface to existing Vis.

PlotNeuralNet

Latex code for making neural networks diagrams

NeuralCodeSum

Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].

Graph2Seq

Graph2Seq is a simple code for building a graph-encoder and sequence-decoder for NLP and other AI/ML/DL tasks.

ICPC-21-MMTrans

Source Code for "A multi-modal transformer-based code summarization approach for smart contracts"

nvBench