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12/23/2021
Measuring Attribution in Natural Language Generation Models
With recent improvements in natural language generation (NLG) models for...
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12/16/2021
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning
For open-domain conversational question answering (CQA), it is important...
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07/14/2021
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features
Knowledge-grounded dialogue systems are intended to convey information t...
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04/30/2021
Evaluating Groundedness in Dialogue Systems: The BEGIN Benchmark
Knowledge-grounded dialogue agents are systems designed to conduct a con...
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10/26/2020
PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction
Unconscious biases continue to be prevalent in modern text and media, ca...
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04/30/2020
PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking
We propose the task of outline-conditioned story generation: given an ou...
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08/15/2019
Abductive Commonsense Reasoning
Abductive reasoning is inference to the most plausible explanation. For ...
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06/12/2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction
We present the first comprehensive study on automatic knowledge base con...
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05/29/2019
Defending Against Neural Fake News
Recent progress in natural language generation has raised dual-use conce...
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04/22/2019
SocialIQA: Commonsense Reasoning about Social Interactions
We introduce SocialIQa, the first large-scale benchmark for commonsense ...
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11/01/2018
I Know the Feeling: Learning to Converse with Empathy
Beyond understanding what is being discussed, human communication requir...
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10/31/2018
ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning
We present ATOMIC, an atlas of everyday commonsense reasoning, organized...
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05/17/2018
Event2Mind: Commonsense Inference on Events, Intents, and Reactions
We investigate a new commonsense inference task: given an event describe...
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05/16/2018