HimmelStein

bert

TensorFlow code and pre-trained models for BERT

caption-contest-data

Data from the New Yorker Caption Contest

coding-interview-university

A complete computer science study plan to become a software engineer.

cos-e

Commonsense Explanations Dataset and Code

ctp

Conditional Theorem Proving

DeepConcolic

Concolic Testing for Deep Neural Networks

ekd

GNNPapers

Must-read papers on graph neural networks (GNN)

grid-cells

Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial agents, as published at https://www.nature.com/articles/s41586-018-0102-6

image-enhanced-event-extraction

The source code of the paper image enhanced event detection in news articles.

joie-kdd19

Code and dataset for paper "Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts" published in KDD'2019.

Joke_classification_using_LDA

KECG

Source code and datasets for EMNLP 2019 paper "Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model".

kg-bert

KG-BERT: BERT for Knowledge Graph Completion

KGE-HAKE

The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.

KGReasoning

Multi-Hop Logical Reasoning in Knowledge Graphs

KnowledgeGraphEmbedding

lectures

repository with the lectures for MLSS Skoltech

N-Balls-Visualization

High dimensions balls visualization

NREPapers

Must-read papers on neural relation extraction (NRE)

OpenBookQA

Code for experiments on OpenBookQA from the EMNLP 2018 paper "Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering"

OpenHowNet

Core Data of HowNet and OpenHowNet Python API

PLMpapers

Must-read Papers on pre-trained language models.

query2box

Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings

rJokesData

A large scale Humor Dataset, containing more than 550k rated English jokes

SemEval2020-Task4-Commonsense-Validation-and-Explanation

This project is special for SemEval2020 task4 Commonsense Validation and Explanantion

Sen-Making-and-Explanation

For <Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation>. Accepted by ACL2019

Testing

tutorials

repository with the tutorials for MLSS Skoltech

tutorials_week2

tutorials for MLSS 2019 Skoltech