ZacharyChenpk

CL-Course

A PLM-based Multi-choice QA model for the Classical Chinese Poem dataset, BAAI CUGE benchmark. For PKU course No.04812160 (Computational Linguistics).

commonsense_papernote

EGT2

The source code of the ACL 2022 long paper "Entailment Graph Learning with Textual Entailment and Soft Transitivity"

Forum_Sensitive_Text_Filter

A simple hole forum packed with front-end, after-end and filter algorithms. For PKU course No.04831670(Computer Network and Web Tech).

HetSANN

A pytorch implement of HetSANN model.

Local_ETHZ

my-bot

一个约锅bot

Shared-learning-materials

正在搭架子 作为公共分享资料

temp_model

TP-EGG

The source code of the ACL 2023 long paper "From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation"

ZacharyChenpk/HetSANN

A pytorch implement of HetSANN model.

ZacharyChenpk/Shared-learning-materials

正在搭架子 作为公共分享资料

ZacharyChenpk/TP-EGG

The source code of the ACL 2023 long paper "From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation"

ZacharyChenpk/CL-Course

A PLM-based Multi-choice QA model for the Classical Chinese Poem dataset, BAAI CUGE benchmark. For PKU course No.04812160 (Computational Linguistics).

ZacharyChenpk/commonsense_papernote

ZacharyChenpk/my-bot

一个约锅bot

ZacharyChenpk/temp_model

ZacharyChenpk/EGT2

The source code of the ACL 2022 long paper "Entailment Graph Learning with Textual Entailment and Soft Transitivity"

ZacharyChenpk/Local_ETHZ

ZacharyChenpk/masters_thesis

Detecting activity on the Bitcoin network using machine learning and graph analytics

ZacharyChenpk/myGCN

Just a toy-implement for GCN architecture. arXiv:1609.02907

ZacharyChenpk/Forum_Sensitive_Text_Filter

A simple hole forum packed with front-end, after-end and filter algorithms. For PKU course No.04831670(Computer Network and Web Tech).

ZacharyChenpk/lm-chinese-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

ZacharyChenpk/paper_notes

ZacharyChenpk/TechkillForQSGS

太阳神三国杀·学科杀 扩展包开源

ZacharyChenpk/ZacharyChenpk.github.io

Academic personal website.

ZacharyChenpk/books

【编程随想】收藏的电子书清单（多个学科，含下载链接）

ZacharyChenpk/CCPM-baseline

ZacharyChenpk/ckiptagger

CKIP Neural Chinese Word Segmentation, POS Tagging, and NER

ZacharyChenpk/FBDQA-2021S

Financial Big Data and Quantitative Analytics, Spring 2021.

ZacharyChenpk/GCN_ETHZ

ZacharyChenpk/GNNPapers

Must-read papers on graph neural networks (GNN)

ZacharyChenpk/mona2artifact

将莫娜占卜铺导出的圣遗物列表导入原魔计算器

ZacharyChenpk/nonmonotonic_text

Non-Monotonic Sequential Text Generation

ZacharyChenpk/ROS_project

An implementation of a disaster relief robot. For PKU Course No.04830250(Introduction to Artificial Intelligence).

ZacharyChenpk/thesis-bitcoin-clustering

The Bitcoin currency is a publicly available, transparent, large scale network in which every single transaction can be analysed. Multiple tools are used to extract binary information, pre-process data and train machine learning models from the decentralised blockchain. As Bitcoin popularity increases both with consumers and businesses alike, this paper looks at the threat to privacy faced by users through commercial adoption by deriving user attributes, transaction properties and inherent idioms of the network. We define the Bitcoin network protocol, describe heuristics for clustering, mine the web for publicly available user information and finally train supervised learning models. We show that two machine learning algorithms perform successfully in clustering the Bitcoin transactions based on only graphical metrics measured from the transaction network. The Logistic Regression algorithm achieves an F1 score of 0.731 and the Support Vector Machines achieves an F1 score of 0.727. This work demonstrates the value of machine learning and network analysis for business intelligence; on the other hand it also reveals the potential threats to user privacy.

ZacharyChenpk/visclassproj1