Computes the unary scores of tag sequences.

crf_unary_score(tag_indices, sequence_lengths, inputs)

Arguments

tag_indices

A [batch_size, max_seq_len] matrix of tag indices.

sequence_lengths

A [batch_size] vector of true sequence lengths.

inputs

A [batch_size, max_seq_len, num_tags] tensor of unary potentials.

Value

unary_scores: A [batch_size] vector of unary scores.