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

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/

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.

kdd21-MLVis

Data and supplementary materials for KDD'21 paper "Learning to Recommend Visualizations from Data".

web2021-figure-captioning

Data and supplementary materials for the Web Conference 2021 paper "Generating Accurate Caption Units For Figure Captioning".

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".

11711-Algorithm-for-NLP

Implementations of statistical learning techniques for natural language processing: language modeling, parsing, feature engineering and word alignment.

11741

Assignments for Machine Learning for Text Analysis

DKVMN

Dynamic Key-Value Memory Networks for Knowledge Tracing

snorkel

A system for quickly generating training data with weak supervision

2020_acl_diplomacy

Project of LING848, FALL 2020, Seminar in Computational Social Science.

a-PyTorch-Tutorial-to-Image-Captioning

Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

Annotation-guideline

awesome

😎 Awesome lists about all kinds of interesting topics

chatty-goose

A Python framework for conversational search

configuration_ssh_etc

dataset

Multi30k Dataset

discourse

A platform for community discussion. Free, open, simple.

Electron-ActiveScienceReader-mirror

INST600-final-project

lab

MLQuestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

neural-belief-tracker

Fully Statistical Neural Belief Tracker (Mrkšić and Vulić, ACL 2018)

QANet-pytorch

Structured-Self-Attention

A Structured Self-attentive Sentence Embedding

tagger-generator

Code for Politeness Transfer: A Tag and Generate Approach

trec-cast-tools

Tools for the TREC CAsT benchmark

ts-react-parcel

Typescript with React, using parcel bundler

Twitter-Search-API-Python

A python implementation of the Twitter Search Example