In order to overcome these difficulties, we propose to regularize our network based on implicit audience feedback that occurs during the debate, and is provided as metadata with the debate transcript.
provided along side each debate turn, there is a 'non-text' field that indicates if any sounds occurred during the turn such as applause or laughter from the audience.