Ting Zhang's repositories
JavaAlgorithms
Implementation of important data structures and algorithms in Java.
minesweeper
Implementation about a memetic algorithm, including a genetic algorithm and local search for our defined Minesweeper game.
icse10-replication
A Discriminative Model Approach for Accurate Duplicate Bug Report Retrieval
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
six-degrees-of-separation-in-twitter
Validation of Six Degrees of Separation in Twitter
awesome-log-analysis
A list of awesome research on log analysis, anomaly detection, fault localization, and AIOps
BugReportCrawler
Bug Report Web Crawler
code-prediction-transformer
This repo will contain replication package for the paper "Feeding Trees to Transformers for Code Completion"
my-spacemacs-config
Add the init.el of my Spacemacs configure file
NeuralCodeSum
Official implementation of our ACL 2020 paper on Source Code Summarization.
openstack-bugs-ml
Experiments with Watson and OpenStack bug analysis
SecureReqNet
We present a novel approach, called SecureReqNet, for automatically identifying whether issues in bug or issue tracking systems describe security related content that should be given careful attention. Our approach consists of a two-phase deep learning architecture that operates purely on the natural language descriptions of issues. The first phase of our approach learns high dimensional sentence embeddings from hundreds of thousands of descriptions extracted from software vulnerabilities listed in the CVE database and issue descriptions extracted from open source projects using an unsupervised learning process. The second phase then utilizes this semantic ontology of embeddings to train a deep convolutional neural network capable of predicting whether a given issue contains security- related information.
Sentence-similarity-classifier-for-pyTorch
Re-implementation of Mueller's et al., "Siamese Recurrent Architectures for Learning Sentence Similarity." (AAAI, 2016)
SIGIR19-BERT-IR
Repo of code and data for SIGIR-19 short paper "Deeper Text Understanding for IR with Contextual NeuralLanguage Modeling"
Tuling
Speech Recognition + Question-Answering System