Term Set Expansion based NLP Architect by Intel AI Lab
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Abstract (arXiv)
We present SetExpander, a corpus-based system for expanding a seed set of terms into amore complete set of terms that belong to the same semantic class. SetExpander implements an iterative end-to-end workflow. It enables users to easily select a seed set of terms, expand it, view the expanded set, validate it, re-expand the validated set and store it, thus simplifying the extraction of domain-specific fine-grained semantic classes.SetExpander has been used successfully in real-life use cases including integration into an automated recruitment system and an issues and defects resolution system. A video demo of SetExpander is available at https://drive.google.com/open?id=1e545bB87Autsch36DjnJHmq3HWfSd1Rv (some images were blurred for privacy reasons)
Key facts. Cited by 11 papers in the map (data through 14 Oct 2026). First posted on arXiv 27 Aug 2018.
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Citing papers per year: 2022: 5; 2023: 4; 2024: 2.
11 papers.
- 2022Contrastive Learning with Hard Negative Entities for Entity Set Expansioncited by 26
- 2022Automatic Context Pattern Generation for Entity Set Expansioncited by 21
- 2023MESED: A Multi-modal Entity Set Expansion Dataset with Fine-grained Semantic Classes and Hard Negative Entitiescited by 13
- 2024A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansioncited by 8
- 2023From Retrieval to Generation: Efficient and Effective Entity Set Expansioncited by 3
- 2022Entity Set Co-Expansion in StackOverflowcited by 2
- 2024UltraWiki: Ultra-fine-grained Entity Set Expansion with Negative Seed Entitiescited by 2
- 2023Characterizing Nexus of Similarity within Knowledge Bases: A Logic-based Framework and its Computational Complexity Aspectscited by 1
- 2022APack: Off-Chip, Lossless Data Compression for Efficient Deep Learning Inferencecited by 0
- 2022GausSetExpander: A Simple Approach for Entity Set Expansioncited by 0
- 2023Advancing Relation Extraction through Language Probing with Exemplars from Set Co-Expansioncited by 0
- 2024UltraWiki: Ultra-fine-grained Entity Set Expansion with Negative Seed Entities7 Mar 2024
- 2024A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion20 Feb 2024
- 2023Advancing Relation Extraction through Language Probing with Exemplars from Set Co-Expansion18 Aug 2023
- 2023MESED: A Multi-modal Entity Set Expansion Dataset with Fine-grained Semantic Classes and Hard Negative Entities27 Jul 2023
- 2023From Retrieval to Generation: Efficient and Effective Entity Set Expansion7 Apr 2023
- 2023Characterizing Nexus of Similarity within Knowledge Bases: A Logic-based Framework and its Computational Complexity Aspects19 Mar 2023
- 2022Entity Set Co-Expansion in StackOverflow5 Dec 2022
- 2022Automatic Context Pattern Generation for Entity Set Expansion17 Jul 2022
- 2022Contrastive Learning with Hard Negative Entities for Entity Set Expansion16 Apr 2022
- 2022GausSetExpander: A Simple Approach for Entity Set Expansion28 Feb 2022
- 2022APack: Off-Chip, Lossless Data Compression for Efficient Deep Learning Inference21 Jan 2022