Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks.
Zhaofeng WuLinlu QiuAlexis RossEkin AkyürekBoyuan ChenBailin WangNajoung KimJacob AndreasYoon KimPublished in: NAACL-HLT (2024)
Keyphrases
- language model
- language modeling
- n gram
- document retrieval
- speech recognition
- retrieval model
- statistical language models
- information retrieval
- probabilistic model
- language modelling
- query expansion
- causal reasoning
- logical framework
- test collection
- relevance model
- context sensitive
- ad hoc information retrieval
- smoothing methods
- pseudo relevance feedback
- document ranking
- language model for information retrieval
- vector space model
- translation model
- document length
- passage retrieval
- term dependencies
- information retrieval systems
- word error rate
- hidden markov models
- image retrieval
- language models for information retrieval
- language modeling approaches
- keywords