Semantically Annotated Sentence
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A Semantically Annotated Sentence is a annotated sentence that includes semantic sentence annotations (semantic annotations that indicate its semantic structure and meaning).
- Context:
- It can (typically) include annotations for semantic roles to identify the relationships between entities and actions within the sentence.
- It can (typically) provide thematic roles such as agent, patient, and instrument to enhance understanding of sentence structure.
- It can (often) be used in Natural Language Processing (NLP) tasks for improving model performance in tasks like machine translation, information extraction, and question answering.
- It can (often) contain predicate-argument structures to detail the actions (predicates) and their participants (arguments).
- It can (often) be part of an Annotated Text Document.
- It can include word sense disambiguation to clarify the specific meaning of words in context.
- It can enhance the clarity and precision of legal documents, scientific papers, and other formal texts.
- It can be created by a human annotator or through automated annotation tools.
- It can facilitate the development and evaluation of semantic parsing systems.
- It can be used in corpus linguistics to study language patterns and usage.
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- Example(s):
- A Semantically Annotated Legal Sentence, such as a semantically annotated contract sentence, with roles indicating parties involved, actions taken, and legal implications.
- A Semantically Annotated Research Sentence detailing the experimental procedures, results, and interpretations.
- A Semantically Annotated News Sentence identifying key events, actors, and locations.
- A Semantically Annotated Customer Review Sentence highlighting opinions, product features, and user sentiments.
- A Semantically Annotated Medical Sentence detailing symptoms, diagnoses, and treatments with clear semantic roles.
- ...
- Counter-Example(s):
- A Syntactically Annotated Sentence focusing only on grammatical structure without semantic information.
- An Unannotated Sentence that lacks any form of semantic or syntactic annotations.
- See: Semantic Roles, Predicate-Argument Structure, Word Sense Disambiguation, Thematic Roles, Semantic Parsing