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serenaquinn's Projects

adsgnn icon adsgnn

The code of paper ``AdsGNN: Behavior-Graph Augmented Relevance Modeling in Sponsored Search''

aspdecsscl icon aspdecsscl

A Self-Supervised Contrastive Learning Framework for Aspect Detection

blog-resources icon blog-resources

This repo will contain the resources available in my blog for learning

capsgnn-review-generation icon capsgnn-review-generation

Source code and datasets for the CIKM 2020 paper "Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network".

dec-tensorflow icon dec-tensorflow

Tensorflow implementation of "Unsupervised Deep Embedding for Clustering Analysis"

deep-mutual-learning-1 icon deep-mutual-learning-1

An unofficial implementation of Deep Mutual Learning by Pytorch to do classification on cifar100.

dgfraud icon dgfraud

A Deep Graph-based Toolbox for Fraud Detection

dual_view_review_sum icon dual_view_review_sum

Code for the SIGIR 2020 paper "A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss"

efanna_graph icon efanna_graph

an Extremely Fast Approximate Nearest Neighbor graph construction Algorithm framework

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

gear icon gear

Source code for ACL 2019 paper "GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification"

graph2seq icon graph2seq

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

gtos icon gtos

Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"

hetgt icon hetgt

Heterogeneous Graph Transformer for Graph-to-Sequence Learning

keras-gat icon keras-gat

Keras implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

megatron-lm icon megatron-lm

Ongoing research training transformer language models at scale, including: BERT & GPT-2

narre icon narre

This is our implementation of NARRE:Neural Attentional Regression with Review-level Explanations

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