Discussion

As discussed in the Class Format section, on Discussion days we will have students give presentations on a choice of the papers listed in the spreadsheet for that day. To sign up for a particular day, add your name and the paper you would like to present to the spreadsheet. On certain days (such as 4/1), certain papers (such as AlphaGo) have been pre-selected, because it’s important that we cover them in class.

Each paper presentation will be 10 minutes, followed by 5 minutes of questions specific to that paper. We will then split into groups to discuss all the papers for that day, including the themes connecting them and related research directions. You will be expected to help lead a discussion group as an expert on your paper.

The goal of the paper presentation is to provide enough information for other students in the class to fully grasp the concepts and contributions of the paper, such that we can have an informed and engaging discussion about it afterwards. Note that presenting the paper is worth 10% of your final grade. Your presentation slides are due by 11:59pm two days before the class you signed up to present; by this time, add a link to your slides into the spreadsheet. You may continue to edit the slides after submitting them.

Because we currently have more students enrolled than paper presentation slots, you are allowed to make your paper presentation in pairs. If you do so, you can consider using a presentation format similar to the debate style used in Professor Gupta’s course , where one student presents the pros of the paper and the other presents cons. However, because we need coverage of all the slots (and some students may drop the course), you will be given an automatic 5% bonus on the presentation if you choose to present solo. We may have to ask some students to switch to a solo presentation if one of the scheduled papers has no one presenting it (for example if someone drops the course).

Guidelines for making effective paper presentations: Do not assume that all the other students in the class have read the paper that you are presenting. Therefore, we are counting on you to make a great presentation so we can have an interesting discussion about your paper! Your goal should be to clearly and concisely present the technical details needed for others to understand the paper, as well as why it is worth reading, and where it fits in the literature. Try to answer:

  • What problem is the paper tackling? What is the motivation? Why is it important?
  • What is the central contribution / method? How does it work?
  • Why is this cool?
  • What was the insight that allowed them to make this contribution?
  • How is it novel / different from what had been done before? What was the state-of-the-art before this paper? Summarize the broader research landscape and situate your paper within these works.
  • Were the results convincing?
  • What did you find less convincing, and what did you wish the authors did instead?
  • Did you learn anything surprising?
  • What impact did this paper have on future work? Did this paper change how people think about the problem? Why or why not? You can refer to related papers to help make these points.