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