Requirements

Language

• Python 3.6.6 :: Anaconda, Inc.

Packages

All packages are found in requirements.txt, you can install them using: pip install -r requirements.txt
Depending on your your Anaconda settings you might need to install pip: conda install -c anaconda pip

• spacy==2.0.16
• wikipedia-api==0.4.3

Spacy model: download en_core_web_sm

To install download en_core_web_sm use: python -m spacy download en_core_web_sm

Description

A more detailed description can be found in SNLP.pdf

• reduceNames.py extracts all entities from test.tsv and train.tsv and saves them in reducedNames.csv
• buildFactChecker.py requests the wikipedia pages for all entities in reducedNames.csv and extracts all nouns and proper nouns from the wikipedia page of an entity and saves these in knowledge_matrix.csv
• factChecker.py checks the facts in test.tsv, train.tsv and impossible.tsv and writes the prediction in results_test.ttl, results_train.ttl and results_impossible.ttl

Usage

• python reduceNames.py
• python buildFactChecker.py
• python factChecker.py

Facts that are not working (Impossible.tsv)

• FactID Fact_Statement True/False
• 0 Michelle Trachtenberg stars in 17 Again 1.0
• 1 Zac Efron owns an Instagram Account 1.0
• 2 Margot Robbie stars in Suicide Squad 1.0
• 3 Margot Robbie was born in Gold Coast 1.0
• 4 Leonardo DiCaprio is an actor 1.0
• 5 Zac Efron acts as Mitch Buchannon in the film Baywatch 0.0
• 6 Kurt Cobain's death place is unknown 0.0
• 7 Justin Timberlake's birth place is Nashville, Tennessee 0.0
• 8 Avril Lavigne's sister is called Matthew 0.0
• 9 Avril Lavigne's brother is called Michelle 0.0

Participants

Nino Schnitker

Team

NotReallyAGroup