Pinned Repositories
10707-Deep-Learning
Numpy implementations (free of TensorFlow or PyTorch, hand-crafted back-propagation) of multilayer perceptron (MLP) with batch normalization, Contrastive Divergence & Restricted Boltzmann Machine (RBM), Autoencoder, Language Modeling with joint trained embedding. This repository reflects the theory and methodology of deep learning, http://www.cs.cmu.edu/~rsalakhu/10707/
11-775-Large-Scale-Multimedia-Analysis
Implementations on computer vision, audio and speech processing, multi-media files and streaming, multi-modal signal processing, video retrieval, semantics, and text generation.
DVQA
Partial implementation of the paper DVQA: Understanding Data Visualizations via Question Answering [CVPR 2018].
Figure-captioning-corpus-analysis
Corpus repository for the CHI-LBW'20 paper "A Formative Study on Designing Accurate and Natural Figure Captioning Systems".
kdd21-MLVis
Data and supplementary materials for KDD'21 paper "Learning to Recommend Visualizations from Data".
Library-Database-Management-System
Final Project of Intro to Database Management System, ZJU
RLeToR
A PyTorch implementation of REINFORCE Learning To Rank on OSHUMED, MQ, etc. dataset. Basic idea also appears in SIGIR'17 Reinforcement Learning to Rank with Markov Decision Process
RTree-Implementation
Course Project of COMP3323 Advanced Database Systems, HKU
SLAM
Second-language acquisition modeling, that extends the task of knowledge tracing. PyTorch implementations of neural collaborative filtering, (TODO) deep knowledge tracking (LSTM and Memory Network) on Assistment09 benchmark dataset.
web2021-figure-captioning
Data and supplementary materials for the Web Conference 2021 paper "Generating Accurate Caption Units For Figure Captioning".
xeniaqian94's Repositories
xeniaqian94/RLeToR
A PyTorch implementation of REINFORCE Learning To Rank on OSHUMED, MQ, etc. dataset. Basic idea also appears in SIGIR'17 Reinforcement Learning to Rank with Markov Decision Process
xeniaqian94/10707-Deep-Learning
Numpy implementations (free of TensorFlow or PyTorch, hand-crafted back-propagation) of multilayer perceptron (MLP) with batch normalization, Contrastive Divergence & Restricted Boltzmann Machine (RBM), Autoencoder, Language Modeling with joint trained embedding. This repository reflects the theory and methodology of deep learning, http://www.cs.cmu.edu/~rsalakhu/10707/
xeniaqian94/SLAM
Second-language acquisition modeling, that extends the task of knowledge tracing. PyTorch implementations of neural collaborative filtering, (TODO) deep knowledge tracking (LSTM and Memory Network) on Assistment09 benchmark dataset.
xeniaqian94/kdd21-MLVis
Data and supplementary materials for KDD'21 paper "Learning to Recommend Visualizations from Data".
xeniaqian94/DVQA
Partial implementation of the paper DVQA: Understanding Data Visualizations via Question Answering [CVPR 2018].
xeniaqian94/web2021-figure-captioning
Data and supplementary materials for the Web Conference 2021 paper "Generating Accurate Caption Units For Figure Captioning".
xeniaqian94/Figure-captioning-corpus-analysis
Corpus repository for the CHI-LBW'20 paper "A Formative Study on Designing Accurate and Natural Figure Captioning Systems".
xeniaqian94/11711-Algorithm-for-NLP
Implementations of statistical learning techniques for natural language processing: language modeling, parsing, feature engineering and word alignment.
xeniaqian94/11741
Assignments for Machine Learning for Text Analysis
xeniaqian94/DKVMN
Dynamic Key-Value Memory Networks for Knowledge Tracing
xeniaqian94/snorkel
A system for quickly generating training data with weak supervision
xeniaqian94/2020_acl_diplomacy
Project of LING848, FALL 2020, Seminar in Computational Social Science.
xeniaqian94/a-PyTorch-Tutorial-to-Image-Captioning
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
xeniaqian94/Annotation-guideline
xeniaqian94/awesome
😎 Awesome lists about all kinds of interesting topics
xeniaqian94/chatty-goose
A Python framework for conversational search
xeniaqian94/configuration_ssh_etc
xeniaqian94/dataset
Multi30k Dataset
xeniaqian94/discourse
A platform for community discussion. Free, open, simple.
xeniaqian94/Electron-ActiveScienceReader-mirror
xeniaqian94/INST600-final-project
xeniaqian94/lab
xeniaqian94/MLQuestions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
xeniaqian94/neural-belief-tracker
Fully Statistical Neural Belief Tracker (Mrkšić and Vulić, ACL 2018)
xeniaqian94/QANet-pytorch
xeniaqian94/Structured-Self-Attention
A Structured Self-attentive Sentence Embedding
xeniaqian94/tagger-generator
Code for Politeness Transfer: A Tag and Generate Approach
xeniaqian94/trec-cast-tools
Tools for the TREC CAsT benchmark
xeniaqian94/ts-react-parcel
Typescript with React, using parcel bundler
xeniaqian94/Twitter-Search-API-Python
A python implementation of the Twitter Search Example