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References (15)

[1]
KGGen: Extracting Knowledge Graphs from Plain Text with Language Models
2025Belinda Mo, Kyssen Yu et al.
[2]
Exploring LLM to extract Knowledge Graph from academic abstracts
2025Victor Eiti Yamamoto, Othmane Kabal et al.
[3]
The Llama 3 Herd of Models
2024Abhimanyu Dubey, Abhinav Jauhri et al.
[4]
Prerequisites-based course recommendation: recommending learning objects using concept prerequisites and metadata matching
2024Abdessamad Chanaa, Nour-eddine El Faddouli
[5]
Instruct and Extract: Instruction Tuning for On-Demand Information Extraction
2023Yizhu Jiao, Ming Zhong et al.
[6]
InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction
2023Xiao Wang, Wei Zhou et al.
[7]
Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline
2023Mengyin Lu, Yuquan Wang et al.
[8]
GenIE: Generative Information Extraction
2021Martin Josifoski, Nicola De Cao et al.
[9]
Topic Transitions in MOOCs: An Analysis Study
2021Fareedah Alsaad, Thomas Reichel et al.
[10]
TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking
2020Yucheng Wang, Yu Bowen et al.
[11]
A Joint Neural Model for Information Extraction with Global Features
2020Ying Lin, Heng Ji et al.
[12]
Unsupervised Approach for Modeling Content Structures of MOOCs
2020Fareedah Alsaad, Abdussalam Alawini
[13]
Span-based Joint Entity and Relation Extraction with Transformer Pre-training
2019Markus Eberts, A. Ulges
[14]
Entity, Relation, and Event Extraction with Contextualized Span Representations
2019David Wadden, Ulme Wennberg et al.
[15]
The Relationship between Prerequisite Proficiency and Student Performance in an Upper-Division Computing Course
2019Sander Valstar, W. Griswold et al.

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