NLP Highlights

145 Episodes

1. 24 - Improving Hypernymy Detection with an Integrated Path-based and Distributional Method

   Published: 6/27/2017
2. 23 - Get To The Point: Summarization with Pointer-Generator Networks

   Published: 6/26/2017
3. 22 - Deep Multitask Learning for Semantic Dependency Parsing, with Noah Smith

   Published: 6/16/2017
4. 21 - Contextual Explanation Networks, with Maruan Al-Shedivat

   Published: 6/15/2017
5. 20 - A simple neural network module for relational reasoning

   Published: 6/14/2017
6. 19 - End-to-end Differentiable Proving, with Tim Rocktäschel

   Published: 6/12/2017
7. 18 - Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema

   Published: 6/9/2017
8. 17 - pix2code: Generating Code from a Graphical User Interface Screenshot

   Published: 6/8/2017
9. 16 - Arc-swift: A Novel Transition System for Dependency Parsing

   Published: 6/7/2017
10. 15 - Attention and Augmented Recurrent Neural Networks

    Published: 6/6/2017
11. 14 - Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning

    Published: 6/5/2017
12. 13 - Question Answering from Unstructured Text by Retrieval and Comprehension

    Published: 6/2/2017
13. 12 - Supervised Learning of Universal Sentence Representations from Natural Language Inference Data

    Published: 6/1/2017
14. 11 - Relation Extraction with Matrix Factorization and Universal Schemas

    Published: 5/29/2017
15. 10 - A Syntactic Neural Model for General-Purpose Code Generation

    Published: 5/26/2017
16. 09 - Learning to Generate Reviews and Discovering Sentiment

    Published: 5/25/2017
17. 08 - Finding News Citations for Wikipedia

    Published: 5/24/2017
18. 07 - Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks

    Published: 5/23/2017
19. 06 - Design Challenges for Entity Linking

    Published: 5/22/2017
20. 05 - Transition-Based Dependency Parsing with Stack Long Short-Term Memory

    Published: 5/19/2017