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Sjoerd Bodbijl's Projects

knowledge-enabled-textual-entailment icon knowledge-enabled-textual-entailment

Natural Language Inference is fundamental to many Natural Language Processing applications such as semantic search and question answering. The task of NLI has gained significant attention in the recent times due to the release of fairly large scale, challenging datasets. Present approaches that address NLI are largely focused on learning based on the given text in order to classify whether the given premise entails, contradicts, or is neutral to the given hypothesis. On the other hand, techniques for Inference, as a central topic in artificial intelligence, has had knowledge bases playing an important role, in particular for formal reasoning tasks. While, there are many open knowledge bases that comprise of various types of information, their use for natural language inference has not been well explored. In this work, we present a simple technique that can harnesses knowledge bases, provided in the form of a graph, for natural language inference.

knowledge-repo icon knowledge-repo

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

kudu icon kudu

Kudu is the engine behind git/hg deployments, WebJobs, and various other features in Azure Web Sites. It can also run outside of Azure.

kythe icon kythe

Kythe is a pluggable, (mostly) language-agnostic ecosystem for building tools that work with code.

lambdauth icon lambdauth

A sample authentication service implemented with a server-less architecture, using AWS Lambda to host and execute the code and Amazon DynamoDB as persistent storage. This provides a cost-efficient solution that is scalable and highly available and can be used with Amazon Cognito for Developer Authenticated Identities.

lighthouse-ci icon lighthouse-ci

Automate running Lighthouse for every commit, viewing the changes, and preventing regressions

linusrants icon linusrants

Dataset of Linus Torvalds' rants classified by negativity using sentiment analysis

lkagromarket icon lkagromarket

Marketplace and a social media for farmers and harvest buyers

loaner icon loaner

Automated Chromebook loaner management

lock icon lock

Auth0's signin solution

lwip icon lwip

Light Weight Image Processor for NodeJS

mac-setup icon mac-setup

Installing Development environment on Mac OS X

machine_learning_refined icon machine_learning_refined

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).

magphase icon magphase

MagPhase Vocoder: Speech analysis/synthesis system for TTS and related applications.

main icon main

CS579: Online Social Network Analysis at the Illinois Institute of Technology

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