Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 3 of 3 for “"ChemDataExtractor"”.
-
Text and data mining of semiconductor material information from scientific literature
… via text and data mining on research papers with ChemDataExtractor. Chapter 3 introduces Snowball 2.0, a generic sentence-level parser for chemical data extraction with ChemDataExtractor. It features improved performance, better generalizability, enhanced functionalities, and simpler interaction …
-
Extracting thermoelectric materials information using natural language processing
… 2 introduces the information-extraction toolkit, ChemDataExtractor, which was adapted and applied in Chapter 3 of this research to extract a thermoelectric materials database from the scientific literature. It also gives an overview of language models, focusing on BERT, which was utilised in …
-
Literature mining on scientific publications of battery materials
… literature based on a rule-based approach using ChemDataExtractor. Chapter 4 releases the first property-specific transformer-based BatteryBERT model, which enables us to perform data extraction in a completely unsupervised fashion. The model is further embedded in the battery-aware text-mining …