Retrieval Augmented Instruction Tuning for Open NER with Large Language Models.
Tingyu XieJian ZhangYan ZhangYuanyuan LiangQi LiHongwei WangPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- query expansion
- test collection
- language modeling
- ad hoc information retrieval
- information retrieval
- language models for information retrieval
- statistical language models
- named entity recognition
- probabilistic model
- query terms
- document length
- relevance model
- document ranking
- n gram
- cross language retrieval
- document level
- smoothing methods
- speech recognition
- passage retrieval
- maximum entropy
- information extraction
- language modelling
- retrieval effectiveness
- information retrieval systems
- okapi bm
- query specific
- text retrieval
- retrieval systems
- named entities
- statistical language modeling
- conditional random fields
- vector space model
- ir models
- term dependencies
- text summarization
- tf idf
- multimedia
- pseudo feedback
- language modeling framework
- pseudo relevance feedback
- term frequency
- relevance feedback
- sentence retrieval
- out of vocabulary
- translation model
- retrieved documents
- average precision
- inter document similarities
- relevant documents
- semi supervised