Mike Zhang's Projects
A beautiful, simple, clean, and responsive Jekyll theme for academics
Code base for the EMNLP 2021 Findings paper: Cartography Active Learning
Enabling easy statistical significance testing for deep neural networks.
Codebase for Entity Linking in the Job Market Domain
Codebase for the ACL 2023 paper: ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain
Fundamentals of Machine Learning: Theory and Practice (2020/2021)
A simple and elegant Jekyll theme for an academic personal homepage
Repository for the LREC submission "Kompetencer: Fine-grained Skill Classification in Danish Job Postings via Distant Supervision and Transfer Learning"
Machine Learning applied to Natural Language Processing Toolkit used in the Lisbon Machine Learning Summer School
Codebase for the EACL 2024 paper: NNOSE: Nearest Neighbor Occupational Skill Extraction
Source code of the paper "Hiring Now: A Skill-Aware Multi-Attention Model for Job Posting Generation, ACL2020"
Supplementary material for the SemEval-2019 publication: Grunn2019 at SemEval-2019 Task 5: Shared Task on Multilingual Detection of Hate
Partial code for "Skill Extraction from Job Postings using Weak Supervision" at RecSysHR 2022.
Code for using and evaluating SpanBERT.
Source Code and Data for Software Domain NER
Code base of my bachelor thesis named "Labeled Bilexical Dependencies for Deception Detection".
š¤ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Supplementary material for the WMT 2019 publication: The Effect of Translationese in Machine Translation Test Sets