nliwod
Collection of tools, utilities, datasets and approaches towards realising natural language interfaces for the Web of Data.
Science Score: 75.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 1 DOI reference(s) in README -
✓Academic publication links
Links to: arxiv.org, acm.org -
○Academic email domains
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✓Institutional organization owner
Organization semantic-systems has institutional domain (www.inf.uni-hamburg.de) -
○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (14.5%) to scientific vocabulary
Repository
Collection of tools, utilities, datasets and approaches towards realising natural language interfaces for the Web of Data.
Basic Info
- Host: GitHub
- Owner: semantic-systems
- License: agpl-3.0
- Language: Java
- Default Branch: master
- Size: 33.4 MB
Statistics
- Stars: 93
- Watchers: 27
- Forks: 32
- Open Issues: 6
- Releases: 1
Metadata Files
README.md
NLIWOD - Natural Language Interfaces for the Web of Data
Collection of tools, utilities, datasets and approaches towards realizing natural language interfaces for the Web of Data. Currently, we are focusing on Question Answering (QA) utilities.
Especially, this repository contains * QA Systems: A set of existing online webservices of QA systems all executable via a simple Java interface. * QA Datasets: A collection of existing Question Answering datasets * QA Machine Learning: This projects aims at learning a ML-based algorithm to combine multiple QA systems into one * QA Commons: A collection to ease handling of QA datasets. It allows to load, store and evaluate datasets and systems.
We aim at providing a fast entrance to the field of natural language interfaces (search, question answering, ranking). Thus, we will offer here Maven dependencies and source code for using many available datasets, systems and techniques.
More interesting Question Answering and Natural Language Generation projects can be found here: * SemWeb2NL https://github.com/aksw/semweb2nl: This repository provides means to verbalize triples, entities, SPARQL queries and many more RDF dataset. This is especially useful to allow users understand Web of Data content.
Foreseen modules: * QA Features: Features calculated on a NL question to train ML algorithms.
If you are interested in standardization efforts join or W3C Commmunity Group https://www.w3.org/community/nli/ !
For developers
To deploy a new version increase the according versions in the pom.xml and execute mvn clean deploy after setting your ~.m2/settings.xml in accordance to https://wiki.aksw.org/private/infrastructure/aksw-responsibilities/maven .
Maven Dependency
This library is available as snapshot here: http://maven.aksw.org/archiva/#artifact~snapshots/org.aksw.qa/datasets
Add the following repository to your project:
Artifacts are described in the sub-modules.
Look for more interesting libraries here: http://maven.aksw.org/archiva/#browse/org.aksw.qa
Papers using NLIWOD
- https://doi.acm.org/10.1145/3178876.3186023
- https://github.com/dice-group/goose
- https://arxiv.org/abs/1809.10044
Owner
- Name: Semantic Systems research group
- Login: semantic-systems
- Kind: organization
- Email: sems@informatik.uni-hamburg.de
- Location: Germany
- Website: https://www.inf.uni-hamburg.de/en/inst/ab/sems/home.html
- Repositories: 13
- Profile: https://github.com/semantic-systems
The Semantic Systems (SEMS) research group wants machines to understand humans.
Citation (CITATION.cff)
# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!
cff-version: 1.2.0
title: >-
NLIWOD - Natural Language Interfaces for the Web of
Data library
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: Ricardo
family-names: Usbeck
email: ricardo.usbeck@uni-hamburg.de
affiliation: Universität Hamburg
orcid: 'https://orcid.org/0000-0002-0191-7211'
- given-names: Lukas
family-names: Blübaum
- given-names: Rricha
family-names: Jalota
orcid: 'https://orcid.org/0000-0003-1517-6394'
- given-names: Lixi
orcid: 'https://orcid.org/0000-0002-8803-6758'
- given-names: Jonathan
family-names: Huthmann
- given-names: Christian
family-names: Demmler
- given-names: Michael
family-names: Röder
email: michael.roeder@upb.de
affiliation: Universität Paderborn
- given-names: Lorenz
family-names: Bühmann
email: buemann@infai.org
affiliation: InfAI e.V.
- given-names: Nikit
family-names: Srivastava
affiliation: Universität Paderborn
- given-names: Erik
family-names: Körner
GitHub Events
Total
Last Year
Dependencies
- ch.qos.logback:logback-classic 1.1.3
- ch.qos.logback:logback-core 1.1.3
- junit:junit 4.12
- org.aksw.jena-sparql-api:jena-sparql-api-cache-h2 3.6.0-3
- org.aksw.jena-sparql-api:jena-sparql-api-core 3.6.0-3
- org.dllearner:components-core 1.5.0
- com.googlecode.json-simple:json-simple
- edu.stanford.nlp:stanford-corenlp 3.6.0
- org.aksw.qa:commons 0.4.21
- org.aksw:gerbil.nif.transfer 1.2.2-jena3.1
- org.springframework.boot:spring-boot-starter-log4j2
- org.springframework.boot:spring-boot-starter-test
- org.springframework.boot:spring-boot-starter-web
- ch.qos.logback:logback-classic ${logback.version}
- ch.qos.logback:logback-core ${logback.version}
- com.googlecode.json-simple:json-simple
- org.aksw.qa:datasets 0.5.18
- org.apache.lucene:lucene-analyzers-common 7.5.0
- org.apache.lucene:lucene-core 7.5.0
- org.apache.lucene:lucene-queryparser 7.5.0
- org.dllearner:components-core
- org.glassfish:javax.json 1.0.4
- org.aksw.qa:commons ${qa-commons.version}
- org.aksw.qa:datasets 0.5.15
- org.dllearner:components-core
- ch.qos.logback:logback-classic ${logback.version}
- ch.qos.logback:logback-core ${logback.version}
- com.googlecode.json-simple:json-simple 1.1.1
- edu.stanford.nlp:stanford-corenlp 3.6.0
- net.sf.meka:meka 1.9.2
- nz.ac.waikato.cms.weka:weka-dev 3.9.3
- org.aksw.qa:annotation 0.3.5
- org.aksw.qa:commons ${qa-commons.version}
- org.aksw.qa:systems ${qa-systems.version}
- org.aksw.simba:topicmodeling.concurrent 0.0.2-SNAPSHOT
- org.apache.commons:commons-math3 3.6.1
- org.apache.httpcomponents:httpclient 4.5.2
- org.jsoup:jsoup 1.8.3
- net.sourceforge.owlapi:owlapi-distribution 4.2.3
- net.sourceforge.owlapi:pellet-owlapi-ignazio1977 2.4.0-ignazio1977
- org.apache.jena:jena-core 3.1.0
- org.springframework.boot:spring-boot-starter-web
- org.springframework.boot:spring-boot-starter-test test
- org.apache.commons:commons-lang3 3.1
- org.apache.jena:jena-arq 3.4.0
- org.apache.jena:jena-core 3.4.0
- org.slf4j:slf4j-log4j12 1.7.25
- ch.qos.logback:logback-classic ${logback.version}
- ch.qos.logback:logback-core ${logback.version}
- com.googlecode.json-simple:json-simple 1.1.1
- org.aksw.qa:commons 0.4.23
- org.apache.httpcomponents:httpclient 4.5.2
- org.jsoup:jsoup 1.12.1