Semantic Document Parsing Task
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A Semantic Document Parsing Task is a document analysis task that is a semantic parsing task.
- Context:
- It can (typically) involve analyzing the text to understand its meaning, context, and the relationships between different entities and concepts within the document.
- It can assist in tasks like information retrieval, document summarization, and question answering.
- It can (typically) include Semantic Sentence Parsing Task (e.g. semantic contract sentence parsing).
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- Example(s):
- Contract Semantic Parsing (semantically parsed contract), e.g. to ...
- Academic Paper Semantic Parsing (semantically parsed academic paper), e.g. to extract key concepts and their relationships.
- News Article Semantic Parsin (semantically parsed contract), e.g. to facilitate event information extraction.
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- Counter-Example(s):
- Syntactic Parsing Task, which focuses on the grammatical structure rather than the meaning of the text.
- Keyword-Based Document Retrieval, which relies on specific terms rather than understanding the semantic content.
- See: Semantic Analysis, Document Understanding, Text Mining, Knowledge Extraction.