Bridging Text Data and Graph Data: Towards Semantics and Structure-aware Knowledge Discovery

Author:

Jin Bowen1ORCID,Zhang Yu1ORCID,Li Sha1ORCID,Han Jiawei1ORCID

Affiliation:

1. University of Illinois at Urbana-Champaign, Urbana, IL, USA

Funder

US DARPA INCAS Program

Molecule Maker Lab Institute: An AI Research Institutes program supported by NSF

the Institute for Geospatial Understanding through an Integrative Discovery Environment (I-GUIDE) by NSF

National Science Foundation

US DARPA KAIROS Program

Publisher

ACM

Reference69 articles.

1. Ashutosh Adhikari Xingdi Yuan Marc-Alexandre Côté Mikuláš Zelinka Marc-Antoine Rondeau Romain Laroche Pascal Poupart Jian Tang Adam Trischler and Will Hamilton. 2020. Learning dynamic belief graphs to generalize on text-based games. In NeurIPS'20.

2. Maciej Besta Nils Blach Ales Kubicek Robert Gerstenberger Lukas Gianinazzi Joanna Gajda Tomasz Lehmann Michal Podstawski Hubert Niewiadomski Piotr Nyczyk et al. 2023. Graph of thoughts: Solving elaborate problems with large language models. arXiv preprint arXiv:2308.09687 (2023).

3. Tom B. Brown Benjamin Mann and Nick Ryder et al. 2020. Language Models are Few-Shot Learners. In NeurIPS'20.

4. Cross-document Coreference Resolution over Predicted Mentions

5. SPECTER: Document-level Representation Learning using Citation-informed Transformers

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