hugochan

Yu (Hugo) Chen's repositories

IDGL

Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings".

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BAMnet

Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"

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KATE

Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"

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RL-based-Graph2Seq-for-NQG

Code & data accompanying the ICLR 2020 paper "Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation"

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PFoodReq

Code & data accompanying the WSDM 2021 paper "Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph"

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Graph2Seq-for-KGQG

Code & data accompanying the paper "Toward Subgraph Guided Knowledge Graph Question Generation with Graph Neural Networks"

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GraphFlow

Code & data accompanying the IJCAI 2020 paper "GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension"

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AcademicWeb

Hugo's academic homepage.

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alpaca-lora

Instruct-tune LLaMA on consumer hardware

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ColossalAI

Making large AI models cheaper, faster and more accessible

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Convert_PPT_to_PDF

This repository has the supporting material for a youtube tutorial on converting an (animated) Powerpoint presentation into an (animated) PDF file. The video link is here:

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graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP

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:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-4, ChatGPT and alike). Haystack offers production-ready tools to quickly build complex decision making, question answering, semantic search, text generation applications, and more.

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Hugo-CV

Hugo's CV

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introRL

Intro to Reinforcement Learning (强化学习纲要）

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langchain

⚡ Building applications with LLMs through composability ⚡

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minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

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nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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notion_widgets

A set of HTML widgets that could be embedded into Notion.so https://www.notion.so/ pages. For more see https://blog.shorouk.dev/notion-widgets-gallery/

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powerlevel10k

A Zsh theme

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Prompt-Engineering-Guide

:octopus: Guides, papers, and resources for prompt engineering

Language:Jupyter NotebookMIT100

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

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rebiber

A simple tool in Python to fix incorrect bib entries automatically, based on their official information from the full ACL anthology and DBLP (for ICLR and other conferences)!

Language:PythonMIT100