All Episodes
NLP Highlights — 145 episodes · page 2 of 2
44 - Truly Low Resource NLP, with Anders Søgaard
43 - Reinforced Video Captioning with Entailment Rewards, with Ramakanth and Mohit
42 - Generating Sentences by Editing Prototypes, with Kelvin Guu
41 - Cross-Sentence N-ary Relation Extraction with Graph LSTMs, with Nanyun (Violet) Peng
40 - On the State of the Art of Evaluation in Neural Language Models, with Gábor Melis
39 - Organizing the SemEval task on scientific information extraction, with Isabelle Augenstein
38 - A Corpus of Natural Language for Visual Reasoning, with Alane Suhr
37 - On Statistical Significance, Training Variance, and Why Reporting Score Distributions Matters
36 - Attention Is All You Need, with Ashish Vaswani and Jakob Uszkoreit
35 - Replicability Analysis for Natural Language Processing, with Roi Reichart
34 - Translating Neuralese, with Jacob Andreas
33 - Entity Linking via Joint Encoding of Types, Descriptions, and Context, with Nitish Gupta
32 - The Effect of Different Writing Tasks on Linguistic Style, with Roy Schwartz
31 - Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling
30 - Probabilistic Typology: Deep Generative Models of Vowel Inventories
29 - Neural machine translation via binary code prediction, with Graham Neubig
28 - Data Programming: Creating Large Training Sets, Quickly
27 - What do Neural Machine Translation Models Learn about Morphology?, with Yonatan Belinkov
26 - Structured Attention Networks, with Yoon Kim
25 - Neural Semantic Parsing over Multiple Knowledge-bases
24 - Improving Hypernymy Detection with an Integrated Path-based and Distributional Method
23 - Get To The Point: Summarization with Pointer-Generator Networks
22 - Deep Multitask Learning for Semantic Dependency Parsing, with Noah Smith
21 - Contextual Explanation Networks, with Maruan Al-Shedivat
20 - A simple neural network module for relational reasoning
19 - End-to-end Differentiable Proving, with Tim Rocktäschel
18 - Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
17 - pix2code: Generating Code from a Graphical User Interface Screenshot
16 - Arc-swift: A Novel Transition System for Dependency Parsing
15 - Attention and Augmented Recurrent Neural Networks
14 - Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning
13 - Question Answering from Unstructured Text by Retrieval and Comprehension
12 - Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
11 - Relation Extraction with Matrix Factorization and Universal Schemas
10 - A Syntactic Neural Model for General-Purpose Code Generation
09 - Learning to Generate Reviews and Discovering Sentiment
08 - Finding News Citations for Wikipedia
07 - Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks
06 - Design Challenges for Entity Linking
05 - Transition-Based Dependency Parsing with Stack Long Short-Term Memory
04 - Recurrent Neural Network Grammars, with Chris Dyer
03 - FastQA: A Simple and Efficient Neural Architecture for Question Answering
02 - Bidirectional Attention Flow for Machine Comprehension
01 - A Comparative Study of Word Embeddings for Reading Comprehension
00 - Intro to the podcast