STIF: Semi-Supervised Taxonomy Induction using Term Embeddings and Clustering

Author:

Mousavi Maryam1,Steiner Elena2,R.Corman Steven2,Ruston Scott3,Weber Dylan4,Davulcu Hasan1

Affiliation:

1. School of Computing and Augmented Intelligence, Arizona State University, USA

2. Hugh Downs School of Human Communication, Arizona State University, USA

3. Center on Narrative, Disinformation and Strategic Influence, Arizona State University, USA

4. Artificial Intelligence Research Lab, Artis Research, USA

Funder

U.S. Office of Naval Research

Publisher

ACM

Reference70 articles.

1. Snowball

2. Haodong Bai Frank Z Xing Erik Cambria and Win-Bin Huang. 2019. Business taxonomy construction using concept-level hierarchical clustering. arXiv preprint arXiv:1906.09694(2019). Haodong Bai Frank Z Xing Erik Cambria and Win-Bin Huang. 2019. Business taxonomy construction using concept-level hierarchical clustering. arXiv preprint arXiv:1906.09694(2019).

3. AV Belyy , MS Seleznova , AK Sholokhov , and KV Vorontsov . 2018 . Quality evaluation and improvement for hierarchical topic modeling . In Computational Linguistics and Intellectual Technologies: Proceedings of the International Conference “Dialogue 2018”. 1–15 . AV Belyy, MS Seleznova, AK Sholokhov, and KV Vorontsov. 2018. Quality evaluation and improvement for hierarchical topic modeling. In Computational Linguistics and Intellectual Technologies: Proceedings of the International Conference “Dialogue 2018”. 1–15.

4. Abhijeet  SANDEEP Bhardwaj , Akash Deep , Dharmaraj Veeramani , and Shiyu Zhou . 2021. A Custom Word Embedding Model for Clustering of Maintenance Records . IEEE Transactions on Industrial Informatics( 2021 ). Abhijeet SANDEEP Bhardwaj, Akash Deep, Dharmaraj Veeramani, and Shiyu Zhou. 2021. A Custom Word Embedding Model for Clustering of Maintenance Records. IEEE Transactions on Industrial Informatics(2021).

5. David M Blei Thomas L Griffiths Michael I Jordan Joshua B Tenenbaum 2003. Hierarchical topic models and the nested Chinese restaurant process.. In NIPS Vol. 16. David M Blei Thomas L Griffiths Michael I Jordan Joshua B Tenenbaum 2003. Hierarchical topic models and the nested Chinese restaurant process.. In NIPS Vol. 16.

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