System and method for generating titles for summarizing conversational documents

A non-transitory computer readable medium having stored therein a program for making a computer execute a method of generating titles for documents in a storage platform, the method comprising:

• receiving a plurality of documents, each document having associated content features;
• applying a title generation computer model to each of the plurality of documents to generate a title based on the associated content features;
• appending the generated title to each of the plurality of documents, wherein the title generation computer model is created by training a neural network using a combination of:
• a first set of unlabeled data from a first domain related to content features of the plurality of documents;
• and
• a second set of pre-labeled data from a second domain different from the first domain.

A computing device comprising:

• a memory storing a plurality of documents;
• and
• a processor configured to perform a method of generating titles for the plurality of documents, the method comprising:
• receiving a plurality of documents, each document having associated content features;
• applying a title generation computer model to each of the plurality of documents to generate a title based on the associated content features;
• appending the generated title to each of the plurality of documents, wherein the title generation computer model is created by training a neural network using a combination of:
• a first set of unlabeled data from a first domain related to content features of the plurality of documents;
• and
• a second set of pre-labeled data from a second domain different from the first domain.