Functions — github.com/MiuLab/DialSum

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Functions20 in github.com/MiuLab/DialSum

⨍ Functions 20 ◇ Types & classes 1

↓ 4 callersFunctionpadSentence

(s, max_length, vocab, word_in_sent_length=0)

↓ 4 callersFunctionvalid_model

(in_path, da_path, sum_path,sess)

↓ 3 callersFunctionrouge_n

Computes ROUGE-N of two text collections of sentences. Sourece: http://research.microsoft.com/en-us/um/people/cyl/download/ papers/rouge-workin

↓ 3 callersFunctionsentenceToIds

↓ 2 callersFunction_get_word_ngrams

Calculates word n-grams for multiple sentences.

↓ 2 callersMethodclose

↓ 2 callersFunctioncreateModel

(input_data, input_size, sequence_length, da_size, decoder_sequence_length, layer_size = 256, isTraining = Tru

↓ 2 callersMethodget_batch

(self, batch_size)

↓ 2 callersFunctionloadVocabulary

↓ 1 callersFunction_f_p_r_lcs

Computes the LCS-based F-measure score Source: http://research.microsoft.com/en-us/um/people/cyl/download/papers/ rouge-working-note-v1.3.1.pdf

↓ 1 callersFunction_get_ngrams

Calcualtes n-grams. Args: n: which n-grams to calculate text: An array of tokens Returns: A set of n-grams

↓ 1 callersFunction_lcs

Computes the length of the longest common subsequence (lcs) between two strings. The implementation below uses a DP programming algorithm and run

↓ 1 callersFunction_len_lcs

Returns the length of the Longest Common Subsequence between sequences x and y. Source: http://www.algorithmist.com/index.php/Longest_Common_Su

↓ 1 callersFunctioncomputeAccuracy

(correct_das, pred_das)

↓ 1 callersFunctionrouge_l_sentence_level

Computes ROUGE-L (sentence level) of two text collections of sentences. http://research.microsoft.com/en-us/um/people/cyl/download/papers/ roug

(self, in_path, da_path, sum_path, in_vocab, da_vocab)

Functioninitial_fn

Functionnext_inputs_fn

(time, outputs, state, sample_ids)

Calculates average rouge scores for a list of hypotheses and references

Functionsample_fn

(time, outputs, state)