def rouge_l_sentence_level(evaluated_sentences, reference_sentences):
    """
    Computes ROUGE-L (sentence level) of two text collections of sentences.
    http://research.microsoft.com/en-us/um/people/cyl/download/papers/
    rouge-working-note-v1.3.1.pdf

    Calculated according to:
    R_lcs = LCS(X,Y)/m
    P_lcs = LCS(X,Y)/n
    F_lcs = ((1 + beta^2)*R_lcs*P_lcs) / (R_lcs + (beta^2) * P_lcs)

    where:
    X = reference summary
    Y = Candidate summary
    m = length of reference summary
    n = length of candidate summary

    :param evaluated_sentences:
        The sentences that have been picked by the summarizer
    :param reference_sentences:
        The sentences from the referene set
    :returns float: F_lcs
    :raises ValueError: raises exception if a param has len <= 0
    """
    if len(evaluated_sentences) <= 0 or len(reference_sentences) <= 0:
        raise (ValueError("Collections must contain at least 1 sentence."))
    reference_words = _split_into_words(reference_sentences)
    evaluated_words = _split_into_words(evaluated_sentences)
    m = len(reference_words)
    n = len(evaluated_words)
    lcs = _len_lcs(evaluated_words, reference_words)
    return _f_lcs(lcs, m, n)