Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated Text.
Mazal BethanyBrandon WherryEmet BethanyNishant VishwamitraPeyman NajafiradPublished in: CoRR (2024)
Keyphrases
- human generated
- logical language
- natural language
- specification language
- intended meaning
- human language
- language generation
- highly expressive
- semantic representations
- logic programming language
- keywords
- operational semantics
- english text
- formal language
- formal semantics
- semantic representation
- conceptual graphs
- textual data
- definition language
- textual information
- digital images
- free text
- programming language
- semantic information
- dynamic logic
- logic programming
- model theoretic
- language learning
- action language
- speech acts
- formal languages
- native language
- semantic structure
- manually constructed
- conditional logic
- computational linguistics
- conceptual model
- text content
- language acquisition
- text to speech synthesis
- text to speech
- english language
- visual features
- text mining