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FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios

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data
data
 
 
formal_eva_results_finetuned_llama2chat7b
formal_eva_results_finetuned_llama2chat7b
 
 
formal_eva_results_gpt3.5
formal_eva_results_gpt3.5
 
 
formal_eva_results_gpt4
formal_eva_results_gpt4
 
 
formal_eva_results_llama2chat13b
formal_eva_results_llama2chat13b
 
 
formal_eva_results_llama2chat7b
formal_eva_results_llama2chat7b
 
 
formal_eva_results_vicuna13b
formal_eva_results_vicuna13b
 
 
gpt_ner_api_codes
gpt_ner_api_codes
 
 
salmon
salmon
 
 
README.md
README.md
 
 
command_test_draft.ipynb
command_test_draft.ipynb
 
 
ecai24_supplement_561.pdf
ecai24_supplement_561.pdf
 
 
formal_baseline_without_language_models.ipynb
formal_baseline_without_language_models.ipynb
 
 
formal_eva_finetuned_llama2chat7b.ipynb
formal_eva_finetuned_llama2chat7b.ipynb
 
 
formal_eva_finetuned_llama2chat7b_3epochs.ipynb
formal_eva_finetuned_llama2chat7b_3epochs.ipynb
 
 
formal_eva_gpt3.5.ipynb
formal_eva_gpt3.5.ipynb
 
 
formal_eva_gpt4.ipynb
formal_eva_gpt4.ipynb
 
 
formal_eva_llama2chat13b.ipynb
formal_eva_llama2chat13b.ipynb
 
 
formal_eva_llama2chat7b.ipynb
formal_eva_llama2chat7b.ipynb
 
 
formal_eva_results_finetuned_llama2chat7b.py
formal_eva_results_finetuned_llama2chat7b.py
 
 
formal_eva_results_llama2chat13b.py
formal_eva_results_llama2chat13b.py
 
 
formal_eva_results_llama2chat7b.py
formal_eva_results_llama2chat7b.py
 
 
formal_eva_results_vicuna13b.py
formal_eva_results_vicuna13b.py
 
 
formal_eva_saturation_varying_development_dataset.ipynb
formal_eva_saturation_varying_development_dataset.ipynb
 
 
formal_eva_vicuna13b.ipynb
formal_eva_vicuna13b.ipynb
 
 
formal_finetune_BERT_process_dataset.ipynb
formal_finetune_BERT_process_dataset.ipynb
 
 
formal_finetune_llama2chat7b.py
formal_finetune_llama2chat7b.py
 
 
formal_finetune_llama2chat7b_v2.py
formal_finetune_llama2chat7b_v2.py
 
 
formal_get_stratified_few_shot_examples_for_input.ipynb
formal_get_stratified_few_shot_examples_for_input.ipynb
 
 
requirements_finetune_llama2.txt
requirements_finetune_llama2.txt
 
 
requirements_gptdata_hf38.txt
requirements_gptdata_hf38.txt
 
 

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FsPONER---ECAI2024

FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios

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FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios

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