Extended Abstract: Assessing Language Models for Semantic Textual Similarity in Cybersecurity.
Arian SoltaniD'Jeff K. NkashamaJordan F. MasakunaMarc FrappierPierre-Martin TardifFroduald KabanzaPublished in: DIMVA (2024)
Keyphrases
- extended abstract
- language model
- semantic similarity
- language modeling
- n gram
- natural language
- speech recognition
- information retrieval
- vector space model
- language modelling
- document retrieval
- probabilistic model
- query expansion
- retrieval model
- statistical language models
- similarity measurement
- test collection
- similarity measure
- multimedia
- ad hoc information retrieval
- context sensitive
- query terms
- document representation
- relevance model
- translation model
- semantic information
- smoothing methods
- metadata
- context dependent
- distance measure
- multiword
- query specific
- document similarity
- term dependencies
- co occurrence