Smaller Language Models are Better Zero-shot Machine-Generated Text Detectors.
Niloofar MireshghallahJustus MatternSicun GaoReza ShokriTaylor Berg-KirkpatrickPublished in: EACL (2) (2024)
Keyphrases
- language model
- information retrieval
- language modeling
- n gram
- retrieval model
- document retrieval
- document level
- probabilistic model
- text retrieval
- multiword
- speech recognition
- statistical language models
- context sensitive
- query expansion
- language modelling
- test collection
- query terms
- translation model
- language models for information retrieval
- term dependencies
- language model for information retrieval
- text documents
- passage retrieval
- web documents
- document ranking
- information retrieval systems
- smoothing methods
- text mining
- okapi bm
- ad hoc information retrieval
- spoken term detection
- vector space model
- pseudo relevance feedback
- question answering
- hidden markov models
- keywords
- search engine