I've got the "Answer"! Interpretation of LLMs Hidden States in Question Answering.
Valeriya GolovizninaEvgeny V. KotelnikovPublished in: CoRR (2024)
Keyphrases
- question answering
- hidden states
- question classification
- natural language questions
- hidden markov models
- question answering systems
- qa systems
- answer validation
- candidate answers
- answering questions
- answer extraction
- question answer pairs
- hidden variables
- natural language processing
- qa clef
- natural language
- information retrieval
- cross language
- information extraction
- conditional random fields
- exponential family
- passage retrieval
- syntactic information
- hidden state
- artificial intelligence
- generative model
- markov models
- dynamic bayesian networks
- sql queries
- information retrieval systems
- text mining