o 6ti@s ddlmZddZddZdS))weighted_f1_scorecCsd}|j|dd}|S)NaPlease provide the POS tags for each word in the input sentence. The input will be a list of words in the sentence. The output format should be a list of tuples, where each tuple consists of a word from the input text and its corresponding POS tag label from the tag label set: ["ADJ", "ADP", "ADV", "AUX", "CCONJ", "DET", "INTJ", "NOUN", "NUM", "PART", "PRON", "PROPN", "PUNCT" "SCONJ", "SYM", "VERB", "X"]. Your response should include only a list of tuples, in the order that the words appear in the input sentence, with each tuple containing the corresponding POS tag label for a word. Input: {tokens} Output: tokens)subject)format)docoutputtextr \/home/ubuntu/.local/lib/python3.10/site-packages/lm_eval/tasks/afrobench/masakhapos/utils.py doc_to_texts r csiddddddddd d d d d ddddddddddddddddddd d!d"d#d$ifd%d&|d'DS)(NrNOUNPUNCTADPNUMSYMSCONJADJPARTDET CCONJ PROPN PRON X _ADVINTJVERBAUXcsg|]}|qSr r ).0tag pos_tag_mapr r (sz!doc_to_target..uposr )rr r1r doc_to_targetsL     r5N) lm_eval.utilsrr r5r r r r s