24 - Improving Hypernymy Detection with an Integrated Path-based and Distributional Method
ACL 2016 outstanding paper, by Vered Shwartz, Yoav Goldberg and Ido Dagan. Waleed presents this paper, discussing hypernymy detection and the methods used in the paper. It's pretty similar to work i...
27 Jun 201716min
23 - Get To The Point: Summarization with Pointer-Generator Networks
ACL 2017 paper by Abigail See, Peter Liu, and Chris Manning. Matt presents the paper, describing the task (summarization on CNN/Daily Mail), the model (the standard copy + generate model that people ...
26 Jun 201717min
22 - Deep Multitask Learning for Semantic Dependency Parsing, with Noah Smith
An interview with Noah Smith. Noah tells us about his work with his students Hao Peng and Sam Thomson. We talk about what semantic dependency parsing is, the model that they used to approach the pro...
16 Jun 201731min
21 - Contextual Explanation Networks, with Maruan Al-Shedivat
https://arxiv.org/abs/1705.10301 Maruan, Avinava Dubey and Eric Xing essentially put the post-hoc decision boundary explanations from the "Why Should I Trust You?" paper* as a core component of a pre...
15 Jun 201719min
20 - A simple neural network module for relational reasoning
The recently-hyped paper that got "superhuman" performance on FAIR's CLEVR dataset. https://arxiv.org/abs/1706.01427
14 Jun 201717min
19 - End-to-end Differentiable Proving, with Tim Rocktäschel
An interview with Tim Rocktäschel. https://arxiv.org/abs/1705.11040
12 Jun 201726min
18 - Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
https://www.semanticscholar.org/paper/Generalizing-to-Unseen-Entities-and-Entity-Pairs-w-Verga-Neelakantan/7dd8b958632b07e41979337c71d847a3f39df456
9 Jun 201710min
17 - pix2code: Generating Code from a Graphical User Interface Screenshot
https://arxiv.org/abs/1705.07962
8 Jun 201713min
