KnowledgeSelectionSimulation

Implementation for the Findings of EMNLP 2025 paper "How Does Knowledge Selection Help Retrieval Augmented Generation?"

Paper | Video

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
templates		templates
.gitignore		.gitignore
HotpotQA_simulation_GPT4o_mini.ipynb		HotpotQA_simulation_GPT4o_mini.ipynb
HotpotQA_simulation_LLaMA3.1_8B.ipynb		HotpotQA_simulation_LLaMA3.1_8B.ipynb
HotpotQA_simulation_Mistral_7B.ipynb		HotpotQA_simulation_Mistral_7B.ipynb
README.md		README.md
WoW_simulation_GPT4o_mini.ipynb		WoW_simulation_GPT4o_mini.ipynb
WoW_simulation_LLaMA3.1_8B.ipynb		WoW_simulation_LLaMA3.1_8B.ipynb
WoW_simulation_Mistral_7B.ipynb		WoW_simulation_Mistral_7B.ipynb
dataset_util.py		dataset_util.py
hotpot_evaluate_v1.py		hotpot_evaluate_v1.py
noisy_HotpotQA_simulation_GPT4o_mini.ipynb		noisy_HotpotQA_simulation_GPT4o_mini.ipynb
plot_utils.py		plot_utils.py
prompting.py		prompting.py

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