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Chenyang Huang's Projects

spider icon spider

scripts and baselines for Spider: Yale complex and cross-domain semantic parsing and text-to-SQL challenge

spider-schema-gnn icon spider-schema-gnn

Author implementation of the paper "Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing"

t-fixup icon t-fixup

Code for the ICML'20 paper "Improving Transformer Optimization Through Better Initialization"

td-lstm icon td-lstm

Attention-based Aspect-term Sentiment Analysis implemented by tensorflow.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

terashuf icon terashuf

terashuf shuffles multi-terabyte text files using limited memory

torchmoji icon torchmoji

😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

torchsample icon torchsample

High-Level Training, Data Augmentation, and Utilities for Pytorch

tranx icon tranx

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

treegen icon treegen

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

u-2-net icon u-2-net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

unilm icon unilm

UniLM - Unified Language Model Pre-training

wmt16-scripts icon wmt16-scripts

scripts and configuration files for Edinburgh neural MT submission to WMT 16 shared translation task

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