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Abstractive Summarization of Reddit Posts with Multi-level Memory Networks
We address the problem of abstractive summarization in two directions: proposing a novel dataset and a new model. Expand
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Curiosity-Bottleneck: Exploration By Distilling Task-Specific Novelty
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
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Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness
We explore the task of improving persona consistency of dialogue agents. Expand
Public Self-consciousness for Endowing Dialogue Agents with Consistent Persona
We model public self-consciousness in dialogue agents through an imaginary listener to improve consistency on Dialogue NLI and PersonaChat. Expand