Carpe diem: On the Evaluation of World Knowledge in Lifelong Language Models.
Yujin KimJaehong YoonSeonghyeon YeSangmin BaeNamgyu HoSung Ju HwangSe-Young YunPublished in: NAACL-HLT (2024)
Keyphrases
- language model
- world knowledge
- language modeling
- document retrieval
- test collection
- n gram
- probabilistic model
- query expansion
- information retrieval
- retrieval model
- feature generation
- query terms
- background knowledge
- knowledge sources
- evaluation metrics
- vector space model
- document representation
- natural language text
- bayesian networks
- human knowledge
- knowledge base
- domain specific
- natural language processing
- average precision
- pseudo relevance feedback
- noun phrases