AxFormer: Accuracy-driven Approximation of Transformers for Faster, Smaller and more Accurate NLP Models.
Amrit NagarajanSanchari SenJacob R. StevensAnand RaghunathanPublished in: IJCNN (2022)
Keyphrases
- high accuracy
- highly accurate
- experimental data
- accurate models
- relative error
- computational cost
- probabilistic model
- computational models
- computational efficiency
- statistical model
- high precision
- computationally efficient
- approximation error
- data mining
- classification accuracy
- natural language
- decision trees
- social networks
- learning algorithm