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Explainability: Actionable Information Extraction
Actionable information extraction has recently become a very attractive research area. Information extraction has been around for a while, but...
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A system review on bootstrap** information extraction
Focusing on the supervision problems caused by high-cost and low-quality labeling in information extraction, we provided a detailed overview of the...
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Constraint information extraction for 3D geological modelling using a span-based joint entity and relation extraction model
Data sparsity has long been a problem in 3D geological modeling work. The geometric, topological, and attribute information of geological bodies in...
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Typhoon disaster state information extraction for Chinese texts
Typhoon disasters undergo a complex evolutionary process influenced by temporal changes, and investigating this process constitutes the central focus...
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Key frame extraction method with global information balance
Key frame extraction can provide evidence for traffic violation detection, which is essential to support administrative punishment. However, the...
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Resistance of a Two-Component Steganographic System to Unauthorized Information Extraction
AbstractIn the classical sense, steganography does not pursue the goal of protecting information from extraction, but the use of a two-component...
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Joint entity and relation extraction combined with multi-module feature information enhancement
The proposed method for joint entity and relation extraction integrates the tasks of entity extraction and relation classification by sharing the...
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Structured information extraction from scientific text with large language models
Extracting structured knowledge from scientific text remains a challenging task for machine learning models. Here, we present a simple approach to...
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A document-level information extraction pipeline for layered cathode materials for sodium-ion batteries
Natural language processing techniques enable extraction of valuable information from large amounts of published literature for the application of...
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HyperPIE: Hyperparameter Information Extraction from Scientific Publications
Automatic extraction of information from publications is key to making scientific knowledge machine-readable at a large scale. The extracted...
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Semantic rule-based information extraction for meteorological reports
Meteorological reports are one of the most important means of recording the weather conditions of a place over a period of time, and the existence of...
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Intelligent extraction of reservoir dispatching information integrating large language model and structured prompts
Reservoir dispatching regulations are a crucial basis for reservoir operation, and using information extraction technology to extract entities and...
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BIJE: A Joint Extraction Model for Biomedical Information Extraction
The basic tasks of information extraction in biomedical text include named entity recognition and relation extraction. However, biomedical texts...
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Foundation Models for Information Extraction
In the chapter we consider Information Extraction approaches that automatically identify structured information in text documents and comprise a set...
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FGSI: distant supervision for relation extraction method based on fine-grained semantic information
Relation extraction is one of the important steps in building a knowledge graph. Its main objective is to extract semantic relationships from...
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A Quality Assessment Framework for Information Extraction in Job Advertisements
Efficient extraction of pertinent terms from job advertisements (JAs) relies on feature engineering, specifically the selection of textual markers....
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A spatiotemporal and motion information extraction network for action recognition
With the continuous advancement in Internet-of-Things and deep learning, video action recognition is gradually emerging in daily and industrial...
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Dual-branch information extraction and local attention anchor-free network for defect detection
In the production process, the presence of surface defects seriously affects the quality of industrial products. Existing defect detectors are not...
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Geographic Information Extraction from Texts (GeoExT)
A large volume of unstructured texts, containing valuable geographic information, is available online. This information – provided implicitly or...
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Joint extraction of wheat germplasm information entity relationship based on deep character and word fusion
The verified text data of wheat varieties is an important component of wheat germplasm information. To automatically obtain a structured description...
