nlp highlights playlist

00 - Intro to the podcast

01 - A Comparative Study of Word Embeddings for Reading Comprehension

02 - Bidirectional Attention Flow for Machine Comprehension

03 - FastQA: A Simple and Efficient Neural Architecture for Question Answering

04 - Recurrent Neural Network Grammars, with Chris Dyer

05 - Transition-Based Dependency Parsing with Stack Long Short-Term Memory

06 - Design Challenges for Entity Linking

07 - Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks

08 - Finding News Citations for Wikipedia

09 - Learning to Generate Reviews and Discovering Sentiment

10 - A Syntactic Neural Model for General-Purpose Code Generation

11 - Relation Extraction with Matrix Factorization and Universal Schemas

12 - Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

13 - Question Answering from Unstructured Text by Retrieval and Comprehension

14 - Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning

15 - Attention and Augmented Recurrent Neural Networks

16 - Arc-swift: A Novel Transition System for Dependency Parsing

17 - pix2code: Generating Code from a Graphical User Interface Screenshot

18 - Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema

19 - End-to-end Differentiable Proving, with Tim Rocktäschel