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Hi there, I'm Xudong Hong (洪旭东) 👋

I am a final year PhD student at Saarland University and Max Planck Institute for Informatics.

  • 🔭 I’m currently working on vision-based language generation
  • 🌱 I’m currently learning parameter efficient transfer learning

Xudong (Tony) Hong's Projects

oh-my-zsh icon oh-my-zsh

A delightful community-driven (with 1,200+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

open-sesame icon open-sesame

A frame-semantic parsing system based on a softmax-margin SegRNN.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

plan-write-revise icon plan-write-revise

Code for a web demo of Plan, Write, and Revise: a neural system for interactive open-domain story generation

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pythia icon pythia

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

pytorch-pretrained-bert icon pytorch-pretrained-bert

The Big-&-Extending-Repository-of-Transformers: PyTorch pretrained models for Google's BERT, OpenAI GPT & GPT-2 and Google/CMU Transformer-XL.

r2c icon r2c

Recognition to Cognition Networks (code for the model in "From Recognition to Cognition: Visual Commonsense Reasoning", CVPR 2019)

rlseq2seq icon rlseq2seq

Deep Reinforcement Learning For Sequence to Sequence Models

rmtl icon rmtl

An R Library for Multi-task Learning

roleo icon roleo

Web based semantic visualization tool

scaffolding icon scaffolding

Frame-Semantic and PropBank Semantic Role Labeling with Syntactic Scaffolding.

scene-graph-benchmark.pytorch icon scene-graph-benchmark.pytorch

A new codebase for a variety of Scene Graph Generation methods(2020). Visualization & SG Extraction on custom images/datasets are also supported.

scenegraphparser icon scenegraphparser

A python toolkit for parsing captions (in natural language) into scene graphs (as symbolic representations).

script-2-story icon script-2-story

Two-Stage Movie Scripts Summarization: An Efficient Method For Low-resource Long Documents Summarization @ ASCW 2022 by UdS

show-control-and-tell icon show-control-and-tell

Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions. CVPR 2019

stog icon stog

AMR Parsing as Sequence-to-Graph Transduction

tagger icon tagger

Deep Semantic Role Labeling with Self-Attention

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