Fall 2018 Reading Schedule

Reading Schedule for Fall 2018

Presenters: It will be helpful if you can do a 5 min primer of all the new terms in the paper you are presenting.

Readers: Please scroll down for supplementary reading materials suggested by the respective presenters.

Order	Presenter	Paper	Date	Location
1	Steve	Finding syntax in human encephalography with beam search	08/31/2018	GS 856
2	Becky and Joe	Cross-validation for selecting a model selection procedure+Using J-K-fold Cross Validation to Reduce Variance When Tuning NLP Models	09/07/2018	GS 856
3	Fan	SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference	09/14/2018	GS 856
4	Sandeep	Dynamic Multi-Level, Multi-Task Learning for Sentence Simplification +Scheduled Multi-Task Learning: From Syntax to Translation	09/21/2018	GS 856
5	Zheng	InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets	09/28/2018	GS 856
6	Clay	Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks (MAML, "Mammal") + On First-Order Meta-Learning Algorithms (Reptile; generalized first-order approx of MAML)	10/05/2018	GS 856
7	John C.	Whodunnit? Crime Drama as a Case for Natural Language Understanding	10/12/2018	GS 856
8	Zhengzhong	Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context	10/19/2018	GS 856
9	Dongfang and Egoitz	Deep contextualized word representations (ELMo, AllenInst w/ Zettlemoyer) + Improving Language Understanding by Generative Pre-Training	10/26/2018	GS 856
10	Andrew	The Emergence of Semantics in Neural Network Representations of Visual Information	11/02/2018	GS 856
11	Mihai	Constructing Datasets for Multi-hop Reading Comprehension Across Documents	11/09/2018	GS 856
12	Mithun	Automatic Stance Detection Using End-to-End Memory Networks + 360° Stance Detection + Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content + Can Rumour Stance Alone Predict Veracity? + Satirical News Detection and Analysis using Attention Mechanism and + Automatic Detection of Fake News	11/16/2018	GS 856
13	Enrique	Authorless Topic Models: Biasing Models Away from Known Structure	11/30/2018	GS 856

Supplementary Materials

Below is a list of any important related resources that the presenter has asked to be made available to the reading group.

Order	Presenter	Additional Resources	Date
5	Zheng	git repo: InfoGAN	09/28/2018
5	Zheng	paper: GAN	09/28/2018