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Module: benchmarks.metrics.text

Source: benchmarks/metrics/text.py

Overview¤

Text-specific metrics for generative model evaluation.

Classes¤

BLEUMetric¤

class BLEUMetric

DiversityMetric¤

class DiversityMetric

PerplexityMetric¤

class PerplexityMetric

ROUGEMetric¤

class ROUGEMetric

Functions¤

init¤

def __init__()

init¤

def __init__()

init¤

def __init__()

init¤

def __init__()

compute¤

def compute()

compute¤

def compute()

compute¤

def compute()

compute¤

def compute()

create_bleu_metric¤

def create_bleu_metric()

create_diversity_metric¤

def create_diversity_metric()

create_perplexity_metric¤

def create_perplexity_metric()

create_rouge_metric¤

def create_rouge_metric()

validate_inputs¤

def validate_inputs()

validate_inputs¤

def validate_inputs()

validate_inputs¤

def validate_inputs()

validate_inputs¤

def validate_inputs()

Module Statistics¤

  • Classes: 4
  • Functions: 16
  • Imports: 7