Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process.
Tian YeZicheng XuYuanzhi LiZeyuan Allen-ZhuPublished in: CoRR (2024)
Keyphrases
- reasoning process
- language model
- fourth grade
- language modeling
- mathematics learning
- elementary school
- n gram
- probabilistic model
- speech recognition
- document retrieval
- information retrieval
- knowledge base
- language modelling
- query expansion
- retrieval model
- statistical language models
- test collection
- vector space model
- query terms
- smoothing methods
- grade students
- context sensitive
- translation model
- artificial intelligence
- language models for information retrieval
- pseudo relevance feedback
- relevance model
- machine learning
- ad hoc information retrieval
- language model for information retrieval
- okapi bm
- document ranking
- domain theory