tf.contrib.crf.crf_binary_score

tf.contrib.crf.crf_binary_score(
    tag_indices,
    sequence_lengths,
    transition_params
)

Defined in tensorflow/contrib/crf/python/ops/crf.py.

See the guide: CRF (contrib)

Computes the binary scores of tag sequences.

Args:

  • tag_indices: A [batch_size, max_seq_len] matrix of tag indices.
  • sequence_lengths: A [batch_size] vector of true sequence lengths.
  • transition_params: A [num_tags, num_tags] matrix of binary potentials.

Returns:

  • binary_scores: A [batch_size] vector of binary scores.