NLP Highlights
Allen Institute for Artificial Intelligence
**The podcast is currently on hiatus. For more active NLP content, check out the Holistic Intelligence Podcast linked below.**
Welcome to the NLP highlights podcast, where we invite researchers to talk about their work in various areas in natural language processing. All views expressed belong to the hosts/guests, and do not represent their employers.
Welcome to the NLP highlights podcast, where we invite researchers to talk about their work in various areas in natural language processing. All views expressed belong to the hosts/guests, and do not represent their employers.
Episodes
Mentioned books
Jun 5, 2017 • 8min
14 - Discourse-Based Objectives for Fast Unsupervised Sentence Representation Learning
https://arxiv.org/abs/1705.00557
Jun 2, 2017 • 23min
13 - Question Answering from Unstructured Text by Retrieval and Comprehension
https://www.semanticscholar.org/paper/Question-Answering-from-Unstructured-Text-by-Retri-Watanabe-Dhingra/89d06c2996f379c602e64b4243f026cd164400d7
Jun 1, 2017 • 20min
12 - Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
https://arxiv.org/abs/1705.02364
May 29, 2017 • 16min
11 - Relation Extraction with Matrix Factorization and Universal Schemas
https://www.semanticscholar.org/paper/Relation-Extraction-with-Matrix-Factorization-and-Riedel-Yao/52b5eab895a2d9ae24ea72ca72782974a52f90c4
May 26, 2017 • 16min
10 - A Syntactic Neural Model for General-Purpose Code Generation
https://www.semanticscholar.org/paper/A-Syntactic-Neural-Model-for-General-Purpose-Code-Yin-Neubig/c8d0e13de2eaa09a928eff36b99d63f494c2f5ec
May 25, 2017 • 12min
09 - Learning to Generate Reviews and Discovering Sentiment
https://www.semanticscholar.org/paper/Learning-to-Generate-Reviews-and-Discovering-Senti-Radford-Jozefowicz/664ec878de4b7170712baae4a7821fc2602bba25
https://blog.openai.com/unsupervised-sentiment-neuron/
May 24, 2017 • 13min
08 - Finding News Citations for Wikipedia
https://www.semanticscholar.org/paper/Finding-News-Citations-for-Wikipedia-Fetahu-Markert/526acf565190d843758b89d37acf281639cb90e2
May 23, 2017 • 14min
07 - Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks
https://www.semanticscholar.org/paper/Capturing-Semantic-Similarity-for-Entity-Linking-w-Francis-Landau-Durrett/1c9aca60f7ac5edcceb73d612806704a7d662643
May 22, 2017 • 13min
06 - Design Challenges for Entity Linking
https://www.semanticscholar.org/paper/Design-Challenges-for-Entity-Linking-Ling-Singh/aa2a7ac7bfa9a0201d4faddd4e7bb26299a5e0be
May 19, 2017 • 10min
05 - Transition-Based Dependency Parsing with Stack Long Short-Term Memory
https://www.semanticscholar.org/paper/Transition-Based-Dependency-Parsing-with-Stack-Lon-Dyer-Ballesteros/396b7932beac62a72288eaea047981cc9a21379a
