Perplexity-Based Molecule Ranking and Bias Estimation of Chemical Language Models.
Michael MoretFrancesca GrisoniPaul KatzbergerGisbert SchneiderPublished in: J. Chem. Inf. Model. (2022)
Keyphrases
- language model
- document ranking
- language modeling
- ad hoc information retrieval
- document retrieval
- smoothing methods
- probabilistic model
- retrieval model
- n gram
- query specific
- information retrieval
- ranking functions
- learning to rank
- relevance model
- drug discovery
- test collection
- document length
- speech recognition
- context sensitive
- query expansion
- language model for information retrieval
- ranking algorithm
- word error rate
- language modelling
- document level
- query terms
- pseudo feedback
- expert finding
- web search
- generative model
- translation model
- vector space model
- language models for information retrieval
- web documents
- expert search
- passage retrieval
- statistical language models
- inter document similarities