Deduction under Perturbed Evidence: Probing Student Simulation (Knowledge Tracing) Capabilities of Large Language Models.
Shashank SonkarRichard G. BaraniukPublished in: LLM@AIED (2023)
Keyphrases
- language model
- language modeling
- document retrieval
- probabilistic model
- language modelling
- speech recognition
- n gram
- test collection
- statistical language models
- information retrieval
- query expansion
- context sensitive
- retrieval model
- vector space model
- query terms
- image retrieval
- pseudo relevance feedback
- okapi bm
- word error rate
- language models for information retrieval
- smoothing methods
- term dependencies
- document ranking
- retrieval effectiveness
- co occurrence
- knowledge discovery