Practical applications of Natural Language Processing (NLP) have gotten significantly cheaper, faster, and easier due to the transfer learning capabilities enabled by pre-trained language ...
Practical applications of Natural Language Processing (NLP) have gotten significantly cheaper, faster, and easier due to the transfer learning capabilities enabled by pre-trained language ...
Trying to keep up with AI research papers can feel like an exercise in futility given how quickly the industry moves. If you’re buried in papers to read that you haven’t quite gotten around ...
Natural language generation (NLG) is a powerful AI technology that can help you create content at scale. Here’s how marketers can start using it.
Deep Learning has changed the entire landscape over the past few years and its results are steadily improving. This article presents some of the main advances and accomplishments in Deep ...
Since then, the standard way of conducting NLP projects has largely remained unchanged: word embeddings pretrained on large amounts of unlabeled data via algorithms such as word2vec and ...
Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann, Nitish Keskar, Richard Socher, Salesforce Research Venue: Room 392, Gates Computer Science Building ...
Richard Socher (Salesforce) @ the Cornell Tech Learning Machines Seminar Series (LMSS -- http://lmss.tech.cornell.edu/). TITLE: The Natural Language Decathlo...
The year 2018 has been an inflection point for machine learning models handling text (or more accurately, Natural Language Processing or NLP for short). Our conceptual understanding of how ...
The post discusses highlights of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018). You can find past highlights of conferences here. You can find all 549 ...
This is the second post based on the Frontiers of NLP session at the Deep Learning Indaba 2018. It discusses 4 major open problems in NLP.
We demonstrate sparse and structured attention mechanisms, as well as latent computation graph structure learning, with successful empirical results on large scale problems including ...
Registration URL: https://blog.nus.edu.sg/salesforce/ Abstract: Deep learning has improved performance on many natural language processing (NLP) tasks individually. We introduce the Natural ...