Semantic Parsing for Task Oriented Dialog using Hierarchical Representations

Sonal Gupta, Rushin Shah, Mrinal Mohit +2

Strategies for Structuring Story Generation

Angela Fan, Mike Lewis, Yann Dauphin

Community Regularization of Visually-Grounded Dialog

Akshat Agarwal, Swaminathan Gurumurthy, Vasu Sharma +2

Global Neural CCG Parsing with Optimality Guarantees

Kenton Lee, Mike Lewis, Luke Zettlemoyer

Deal or No Deal? End-to-End Learning for Negotiation Dialogues

Mike Lewis, Denis Yarats, Yann N. Dauphin +2

Improving Semantic Parsing for Task Oriented Dialog

Arash Einolghozati, Panupong Pasupat, Sonal Gupta +4

MelNet: A Generative Model for Audio in the Frequency Domain

Sean Vasquez, Mike Lewis

Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog

Sebastian Schuster, Sonal Gupta, Rushin Shah +1

Hierarchical Neural Story Generation

Angela Fan, Mike Lewis, Yann Dauphin

RoBERTa: A Robustly Optimized BERT Pretraining Approach

Yinhan Liu, Myle Ott, Naman Goyal +7

The paper replicates BERT pretraining, shows that the original BERT was undertrained, and introduces RoBERTa—a robustly optimized BERT variant that achieves state-of-the-art result…

Neural Compositional Denotational Semantics for Question Answering

Nitish Gupta, Mike Lewis

End-to-end Neural Coreference Resolution

Kenton Lee, Luheng He, Mike Lewis +1

Hierarchical Text Generation and Planning for Strategic Dialogue

Denis Yarats, Mike Lewis