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: ICLR (2024)
Keyphrases
- language model
- inductive reasoning
- language modeling
- cognitive functions
- n gram
- probabilistic model
- speech recognition
- statistical language models
- retrieval model
- document retrieval
- information retrieval
- query expansion
- language modelling
- context sensitive
- test collection
- ad hoc information retrieval
- information processing
- document ranking
- language model for information retrieval
- pseudo relevance feedback
- human brain
- language models for information retrieval
- word error rate
- smoothing methods
- data analysis
- passage retrieval
- okapi bm
- text retrieval
- co occurrence