This code is intended to aid anonymous reviews, it isnt setup for allowin reproducibility efforts yet.

Some files which may be of interest:

src/pre_process/yelppoi_prompts.py: Prompts used for generating synthetic queries and making Grounded LLM predictions.

src/pre_process/pre_proc_yelppoi.py: Pre-processing the user-item interactions and generating synthetic narrative queries.

src/learning/main_fsim.py: Starting point for examining bi-encoder implementations and training.

src/learning/main_ce.py: Starting point for examining cross-encoder implementations and training.

config/models_config/yelppoi: Config files with hyperparameters for bi-encoders and cross-encoders. recinpars refers to the bi-encoder and recinparsce refers to the cross-encoder.