Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy
Author:
Affiliation:
1. University of Illinois at Urbana-Champaign, Urbana, IL, USA
2. Yonsei University, Seoul, Republic of Korea
3. Pohang University of Science and Technology, Pohang, Republic of Korea
Funder
US DARPA KAIROS Program
the Institute for Geospatial Understanding through an Integrative Discovery Environment (I-GUIDE)
National Science Foundation
Molecule Maker Lab Institute: An AI Research Institutes program
INCAS Program
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3589334.3645512
Reference60 articles.
1. Ines Arous Ljiljana Dolamic and Philippe Cudré-Mauroux. 2023. TaxoComplete: Self-Supervised Taxonomy Completion Leveraging Position-Enhanced Semantic Matching. In WWW. 2509--2518.
2. Iz Beltagy Kyle Lo and Arman Cohan. 2019. SciBERT: Pretrained Language Model for Scientific Text. In EMNLP. arXiv:arXiv:1903.10676
3. Latent dirichlet allocation;Ng Y;Journal of machine Learning research 3,2003
4. Aditi Chaudhary, Karthik Raman, Krishna Srinivasan, Kazuma Hashimoto, Mike Bendersky, and Marc Najork. 2023. Exploring the Viability of Synthetic Query Generation for Relevance Prediction. arXiv preprint arXiv:2305.11944 (2023).
5. Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, and Daniel S. Weld. 2020. SPECTER: Document-level Representation Learning using Citationinformed Transformers. In ACL.
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