Neuron to Graph: Interpreting Language Model Neurons at Scale.
Alex FooteNeel NandaEsben KranIoannis KonstasShay CohenFazl BarezPublished in: CoRR (2023)
Keyphrases
- language model
- neural network
- language modeling
- probabilistic model
- n gram
- document retrieval
- single neuron
- retrieval model
- neuron model
- query expansion
- statistical language models
- speech recognition
- spike trains
- information retrieval
- context sensitive
- test collection
- ad hoc information retrieval
- spiking neurons
- language modelling
- smoothing methods
- hodgkin huxley
- vector space model
- word error rate
- translation model
- pseudo relevance feedback
- language model for information retrieval
- document ranking
- graph structure
- relevance model
- mixture model
- information retrieval systems
- feature selection
- synaptic weights
- query terms
- graph theory