cf1cf188830beef6024a0178ddd4c8baf12b8f66,deeppavlov/models/classifiers/intents/intent_model.py,KerasIntentModel,texts2vec,#KerasIntentModel#Any#,75

Before Change

            if len(tokens) > self.opt["text_size"]:
                tokens = tokens[:self.opt["text_size"]]
            for tok in tokens:
                embeddings.append(self.fasttext_model.infer(tok))
            if len(tokens) < self.opt["text_size"]:
                pads = [np.zeros(self.opt["embedding_size"])
                        for _ in range(self.opt["text_size"] - len(tokens))]

After Change

            if len(tokens) > self.opt["text_size"]:
                tokens = tokens[:self.opt["text_size"]]

            embeddings = self.fasttext_model.infer(" ".join(tokens))
            if len(tokens) < self.opt["text_size"]:
                pads = [np.zeros(self.opt["embedding_size"])
                        for _ in range(self.opt["text_size"] - len(tokens))]
                embeddings = pads + embeddings

Instances