A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery (EMNLP'24)
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scientific-text-mining
Here are 12 public repositories matching this topic...
MATCH: Metadata-Aware Text Classification in A Large Hierarchy (WWW'21)
metadata text-classification scientific-text-mining extreme-multi-label-classification microsoft-academic-graph
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- Python
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study (WWW'23)
metadata science-of-science scientific-text-mining microsoft-academic-graph extreme-text-classification
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- C++
Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification (WWW'22)
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- Python
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers (KDD'23)
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- C++
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding (Findings of EMNLP'23)
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- Python
Dr. Inventor Scientific Text Mining Framework (client code and documentation of http://driframework.readthedocs.io)
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- Java
Chain-of-Factors Paper-Reviewer Matching (WWW'25)
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- Python
Data sentence spotting in scholar articles with Machine Learning
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- JavaScript
Entity Recognition and Relation Extraction from Scientific and Technical Texts in Russian
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Dr. Inventor Scientific Text Mining Framework (main library, GPL 3.0 license)
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- Java
This project compares unsupervised topic modeling and supervised classification approaches for multi-label scientific paper classification across six disciplines
nlp data-science machine-learning natural-language-processing text-classification transformers pytorch topic-modeling lda class-imbalance multi-label-classification scientific-text-mining huggingface scibert
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- Jupyter Notebook
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