Why "Blow Out"? A Structural Analysis of the Movie Dialog Dataset

نویسندگان

  • Richard Searle
  • Megan Bingham-Walker
چکیده

A long-term goal of machine learning is to build an intelligent dialogue agent that is capable of learning associations within data and using them to understand and answer questions and make relevant recommendations. The Facebook Movie Dialog Dataset (MDD) was recently proposed in Dodge et al. (2016) to evaluate the comparative performance of dialogue agent systems. However, a structural analysis of the data for the recommendation tasks suggests that there may be some flaws in the design of the dataset.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

mAnI: Movie Amalgamation using Neural Imitation

Cross-modal data retrieval has been the basis of various creative tasks performed by Arti€cial Intelligence (AI). One such highly challenging task for AI is to convert a book into its corresponding movie, which most of the creative €lm makers do as of today. In this research, we take the €rst step towards it by visualizing the content of a book using its corresponding movie visuals. Given a set...

متن کامل

A psychological analysis of the movie Under the Smokey Roof (2017) based on the family therapy theories

Movies are considered an effective educational resource for students, especially those who study Psychology. The purpose of this study is to analyze the movie "Under the Smokey Roof" directed by Pouran Derakhshandeh, based on the family therapy theories. This movie shows the story of a family struggling with different social and psychological issues. In this article, a descriptive-analytical me...

متن کامل

Root causes analysis of the Blow out of oil and gas wells in the drilling industry using Bow-Tie Analysis

Abstract Background and aims: One of the major concerns in the oil and gas drilling industry are Blowouts. Blowout could have severe consequences, such as fire and explosions, releases of toxic gases and environmental disasters. The aim of this study is to identify the root causes of kick and blowout in drilling industry. Methods: In this study, FTA investigates root causes of a k...

متن کامل

Tracking of enriched dialog states for flexible conversational information access

Dialog state tracking (DST) is a crucial component in a task-oriented dialog system for conversational information access. A common practice in current dialog systems is to define the dialog state by a set of slot-value pairs. Such representation of dialog states and the slot-filling based DST have been widely employed, but suffer from three drawbacks. (1) The dialog state can contain only a si...

متن کامل

The Impact of Humorous Movie Clips on Better Learning of English Language Vocabulary

This study examined the effects of humorous movie clips on better learning of English language vocabulary. Humor is an important human behavior that plays a vital role in communication and social interactions. This subject has been rarely investigated in Iranian English classes. The researchers used quantitative method. Because all of variables were not controllable, therefore quasi-experimenta...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016