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✨ added PropMatch Aligner (PR: #74, Ref: #60)
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‎CHANGELOG.md‎

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## Changelog
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### V1.6.0 Changelog (Janouary 2, 2026)
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- Add OS compatibility CI/CD
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- Minor fix to documentations
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- Add PropMatch Aligner
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- Add PropMatch encoder compatibility to other alignments such as Lightweight and Retrieval aligners
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- Add PropMatch documentation page
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- Add PropMatch unittests
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- Minor code refactoring
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### V1.5.2 Changelog (October 12, 2025)
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- Fix to `bitsandbytes` install for MacOS -- it will only be installed for linux.
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- Add KGE retriever

‎CITATION.cff‎

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- "Alignment"
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- "Python Library"
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license: "Apache-2.0"
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version: "1.5.2"
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date-released: "2025-10-12"
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version: "1.6.0"
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date-released: "2026-01-02"

‎README.md‎

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| Retrieval Augmented Generation | [📚 RAG Aligner](https://ontoaligner.readthedocs.io/aligner/rag.html) | [📝 Code](https://github.com/sciknoworg/OntoAligner/blob/main/examples/rag_matching.py)|
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| FewShot | [📚 FewShot-RAG Aligner](https://ontoaligner.readthedocs.io/aligner/rag.html#fewshot-rag) | [📝 Code](https://github.com/sciknoworg/OntoAligner/blob/main/examples/rag_matching.py)
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| In-Context Vectors Learning | [📚 In-Context Vectors RAG](https://ontoaligner.readthedocs.io/aligner/rag.html#in-context-vectors-rag) | [📝 Code](https://github.com/sciknoworg/OntoAligner/blob/main/examples/icv_rag_matching.py)
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| Knowledge Graph Embedding | [📚 KGE Aligner](https://ontoaligner.readthedocs.io/aligner/kge.html) | [📝 Code](https://github.com/sciknoworg/OntoAligner/blob/main/examples/kge.py)
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| Knowledge Graph Embedding | [📚 KGE Aligner](https://ontoaligner.readthedocs.io/aligner/kge.html) | [📝 Code](https://github.com/sciknoworg/OntoAligner/blob/main/examples/kge.py)
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| Property Alignment | [📚 PropMatch Aligner](https://ontoaligner.readthedocs.io/aligner/propmatch.html) | [📝 Code](https://github.com/sciknoworg/OntoAligner/blob/main/examples/property_alignment)
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| eCommerce | [📚 Product Alignment in eCommerce](https://ontoaligner.readthedocs.io/usecases/ecommerce.html) | [📝 Code](https://github.com/sciknoworg/OntoAligner/blob/dev/examples/ecommerce_product_alignment.py)
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## 🚀 Quick Tour

‎assets/cmt-conference/reference.xml‎

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<?xml version='1.0' encoding='utf-8'?>
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<rdf:RDF xmlns='http://knowledgeweb.semanticweb.org/heterogeneity/alignment'
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xmlns:rdf='http://www.w3.org/1999/02/22-rdf-syntax-ns#'
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xmlns:xsd='http://www.w3.org/2001/XMLSchema#'>
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<Alignment>
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<xml>yes</xml>
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<level>0</level>
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<type>??</type>
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<onto1>
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<Ontology rdf:about="http://cmt">
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<location>http://nb.vse.cz/~svabo/oaei2010/cmt.owl</location>
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</Ontology>
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</onto1>
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<onto2>
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<Ontology rdf:about="http://conference">
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<location>http://nb.vse.cz/~svabo/oaei2010/Conference.owl</location>
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</Ontology>
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</onto2>
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<map>
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<Cell cid='1'>
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<entity1 rdf:resource='http://cmt#Conference'/>
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<entity2 rdf:resource='http://conference#Conference_volume'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='2'>
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<entity1 rdf:resource='http://cmt#Preference'/>
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<entity2 rdf:resource='http://conference#Review_preference'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='3'>
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<entity1 rdf:resource='http://cmt#Author'/>
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<entity2 rdf:resource='http://conference#Regular_author'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='4'>
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<entity1 rdf:resource='http://cmt#Person'/>
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<entity2 rdf:resource='http://conference#Person'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='5'>
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<entity1 rdf:resource='http://cmt#email'/>
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<entity2 rdf:resource='http://conference#has_an_email'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='6'>
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<entity1 rdf:resource='http://cmt#Co-author'/>
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<entity2 rdf:resource='http://conference#Contribution_co-author'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='7'>
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<entity1 rdf:resource='http://cmt#PaperAbstract'/>
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<entity2 rdf:resource='http://conference#Abstract'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='8'>
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<entity1 rdf:resource='http://cmt#Document'/>
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<entity2 rdf:resource='http://conference#Conference_document'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='9'>
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<entity1 rdf:resource='http://cmt#Review'/>
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<entity2 rdf:resource='http://conference#Review'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='10'>
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<entity1 rdf:resource='http://cmt#Conference'/>
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<entity2 rdf:resource='http://conference#Conference'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='11'>
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<entity1 rdf:resource='http://cmt#ProgramCommittee'/>
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<entity2 rdf:resource='http://conference#Program_committee'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='12'>
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<entity1 rdf:resource='http://cmt#Chairman'/>
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<entity2 rdf:resource='http://conference#Chair'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='13'>
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<entity1 rdf:resource='http://cmt#SubjectArea'/>
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<entity2 rdf:resource='http://conference#Topic'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='16'>
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<entity1 rdf:resource='http://cmt#assignedByReviewer'/>
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<entity2 rdf:resource='http://conference#invited_by'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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<map>
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<Cell cid='17'>
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<entity1 rdf:resource='http://cmt#assignExternalReviewer'/>
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<entity2 rdf:resource='http://conference#invites_co-reviewers'/>
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<measure rdf:datatype='xsd:float'>1.0</measure>
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<relation>=</relation>
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</Cell>
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</map>
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</Alignment>
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</rdf:RDF>

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