DialogZoo / src /CI.py
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data preprocessing update
a6326c7
import sys
sys.path.append("modules/preprocess")
from preprocessor.SerialPreprocessor import SerialConfig, SerialPreprocessor
from const import (
CHARACTER_IDENTIFICATION
)
from preprocessor.prompt_funcs import const_prompt_func_wrapper
from preprocessor.knowledge_funcs import (
None_knowledge,
)
from preprocessor.label_funs import (
extract_characters,
)
from preprocessor.process_turn_funcs import introduce_mention_to_utterance_wrapper
import sys
if __name__ == "__main__":
TASK = CHARACTER_IDENTIFICATION
input_data_path = sys.argv[1]
output_data_path = sys.argv[2]
serial_proc = SerialPreprocessor(
SerialConfig(
input_data_path,
output_data_path,
TASK,
logger_name=TASK,
task_bos_token=f"[{TASK}]",
prompt_func=const_prompt_func_wrapper(
"Predict all characters mentioned in the given dialogue marked by [ mention ] tag based on the context."
),
knowledge_func=None_knowledge,
# knowledge_func=None_knowledge,
label_func=extract_characters,
all_turns_process_func=introduce_mention_to_utterance_wrapper(" [ ", " ] "),
)
)
serial_proc.launch()