How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering.
Jinxin LiuShulin CaoJiaxin ShiTingjian ZhangLunyiu NieLinmei HuLei HouJuanzi LiPublished in: ACL (Findings) (2024)
Keyphrases
- language model
- question answering
- formal languages
- natural language
- knowledge base
- information retrieval
- passage retrieval
- language modeling
- knowledge representation
- document retrieval
- probabilistic model
- n gram
- natural language processing
- speech recognition
- expert systems
- query expansion
- information extraction
- retrieval model
- question classification
- named entities
- test collection
- cross language
- translation model
- wordnet
- context free grammars
- vector space model
- machine learning
- information retrieval systems
- text retrieval
- pseudo relevance feedback
- representation language
- relevance feedback