4cc55d691485d21ca27437ddb174a928fb530452,matchzoo/models/mvlstm.py,MVLSTM,build,#MVLSTM#,42

Before Change

        embed_query = embedding(query)
        embed_doc = embedding(doc)
        // Process query & document input.
        bi_lstm = keras.layers.Bidirectional(keras.layers.LSTM(
            self._params["hidden_size"],
            return_sequences=True, dropout=self._params["dropout_rate"]))

        rep_query = bi_lstm(embed_query)
        rep_doc = bi_lstm(embed_doc)

After Change

            return_sequences=True,
            dropout=self._params["dropout_rate"]
        ))(embed_query)
        rep_doc = keras.layers.Bidirectional(keras.layers.LSTM(
            self._params["lstm_units"],
            return_sequences=True,
            dropout=self._params["dropout_rate"]
        ))(embed_doc)

        // Top-k matching layer
        matching_matrix = keras.layers.Dot(
            axes=[2, 2], normalize=False)([rep_query, rep_doc])

Instances