Fourier Circuits in Neural Networks: Unlocking the Potential of Large Language Models in Mathematical Reasoning and Modular Arithmetic.
Jiuxiang GuChenyang LiYingyu LiangZhenmei ShiZhao SongTianyi ZhouPublished in: CoRR (2024)
Keyphrases
- language model
- neural network
- language modeling
- probabilistic model
- document retrieval
- language modelling
- n gram
- query expansion
- speech recognition
- retrieval model
- information retrieval
- test collection
- smoothing methods
- statistical language models
- ad hoc information retrieval
- context sensitive
- query terms
- relevance model
- pattern recognition
- language models for information retrieval
- okapi bm
- language modeling approaches
- document ranking
- passage retrieval
- text retrieval
- bayesian networks
- machine learning