Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models.
Yifan HouJiaoda LiYu FeiAlessandro StolfoWangchunshu ZhouGuangtao ZengAntoine BosselutMrinmaya SachanPublished in: CoRR (2023)
Keyphrases
- language model
- multi step
- language modeling
- n gram
- query expansion
- document retrieval
- probabilistic model
- information retrieval
- language modelling
- statistical language models
- speech recognition
- context sensitive
- test collection
- retrieval model
- vector space model
- ad hoc information retrieval
- smoothing methods
- knn
- query terms
- pseudo relevance feedback
- k nearest neighbor
- document ranking
- query specific
- nearest neighbor
- okapi bm
- language models for information retrieval
- relevance model