Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement.
Linlu QiuLiwei JiangXiming LuMelanie SclarValentina PyatkinChandra BhagavatulaBailin WangYoon KimYejin ChoiNouha DziriXiang RenPublished in: CoRR (2023)
Keyphrases
- language model
- inductive reasoning
- language modeling
- cognitive functions
- n gram
- probabilistic model
- document retrieval
- statistical language models
- speech recognition
- language modelling
- retrieval model
- information retrieval
- test collection
- query expansion
- human brain
- data analysis
- language model for information retrieval
- vector space model
- information processing
- relevance model
- smoothing methods
- context sensitive
- query terms
- ad hoc information retrieval
- language models for information retrieval
- search engine
- translation model
- query specific
- term dependencies
- document length