Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models.
Stelios MaroudasSotiris LegkasProdromos MalakasiotisIlias ChalkidisPublished in: NLLP@EMNLP (2022)
Keyphrases
- language model
- lightweight
- probabilistic model
- language modeling
- language modelling
- smoothing methods
- statistical language models
- document retrieval
- n gram
- relevance model
- information retrieval
- retrieval model
- mixture model
- speech recognition
- statistical model
- query expansion
- translation model
- machine translation
- context sensitive
- pseudo relevance feedback
- passage retrieval
- retrieval effectiveness
- ir models
- statistical models
- test collection
- search engine