PEMA: An Offsite-Tunable Plug-in External Memory Adaptation for Language Models.
HyunJin KimYoung Jin KimJinYeong BakPublished in: NAACL-HLT (2024)
Keyphrases
- language model
- external memory
- memory efficient
- memory space
- main memory
- language modeling
- data structure
- document retrieval
- n gram
- speech recognition
- information retrieval
- range queries
- block size
- probabilistic model
- test collection
- query expansion
- retrieval model
- statistical language models
- random access
- language modelling
- xpath queries
- smoothing methods
- language models for information retrieval
- document ranking
- index structure
- multi dimensional
- algorithms require
- relevance model
- web search
- okapi bm
- multimedia