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Hi there 👋 Welcome to my GitHub Profile Page!

  • 😄 I am an Applied Scientist at Amazon Search/A9 working on building large language models for shopping. My goal is to build intelligent systems that can understand and reason over user behaviors and natural languages with the help of structural knowledge and unstructural commonsense.
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Sean's github stats Top Langs

Sean Liu's Projects

autoprompt icon autoprompt

AutoPrompt: Automatic Prompt Construction for Masked Language Models.

bertsum icon bertsum

Code for paper Fine-tune BERT for Extractive Summarization

compgcn icon compgcn

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

deeplearning.ai icon deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + data (without solution) and video link

deeppath icon deeppath

code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

dgl icon dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

graphview icon graphview

This repo aims to record my contribution during my internship in MSRA under Jeff's supervise.

gsdmm icon gsdmm

GSDMM: Short text clustering

k-gnn icon k-gnn

Source code for our AAAI paper "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks".

lama icon lama

LAnguage Model Analysis

lara icon lara

Latent Aspect Rating Analysis

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