Transferable Neural Projection Representations
Posted on16/09/2019
Neural word representations are at the core of many state-of-the-art natural language processing models. A widely used approach is to pre-train, store... Read More
TaskMaster-1 Dialog Corpus: Toward a Realistic and Diverse Dataset
Posted on16/09/2019
A significant barrier to progress in data-driven approaches to building dialog systems is the lack of high quality, goal-oriented conversational data. To... Read More
Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes
Posted on16/09/2019
Open domain dialogues face the challenge of being repetitive and producing generic responses. In this paper, we demonstrate that we are able... Read More
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks
Posted on27/09/2018
Natural language is hierarchically structured: smaller units (e.g., phrases) are nested within larger units (e.g., clauses). When a larger constituent ends, all... Read More
Resolving Event Coreference with Supervised Representation Learning and Clustering-Oriented Regularization
Posted on21/06/2018
We present an approach to event coreference resolution by developing a general framework for clustering that uses supervised representation learning. We propose... Read More