• Publications
  • Influence
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks
TLDR
We address the problem of abstractive summarization in two directions: proposing a novel dataset and a new model. Expand
  • 39
  • 7
  • PDF
Curiosity-Bottleneck: Exploration By Distilling Task-Specific Novelty
TLDR
We introduce an informationtheoretic exploration strategy named CuriosityBottleneck that distills task-relevant information from observation in distractive environments where stateof-the-art exploration methods often degenerate. Expand
  • 6
  • 1
  • PDF
Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness
TLDR
We explore the task of improving persona consistency of dialogue agents. Expand
Public Self-consciousness for Endowing Dialogue Agents with Consistent Persona
TLDR
We model public self-consciousness in dialogue agents through an imaginary listener to improve consistency on Dialogue NLI and PersonaChat. Expand