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05/29/2023
Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models
Existing dialogue models may encounter scenarios which are not well-repr...
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05/18/2023
Emergent Communication with Attention
To develop computational agents that better communicate using their own ...
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04/22/2022
Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem
We introduce the task of implicit offensive text detection in dialogues,...
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09/13/2020
Pow-Wow: A Dataset and Study on Collaborative Communication in Pommerman
In multi-agent learning, agents must coordinate with each other in order...
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02/22/2020
Machine Translation System Selection from Bandit Feedback
Adapting machine translation systems in the real world is a difficult pr...
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02/22/2020
Emergent Communication with World Models
We introduce Language World Models, a class of language-conditional gene...
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02/17/2020
Meta-learning Extractors for Music Source Separation
We propose a hierarchical meta-learning-inspired model for music source ...
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06/10/2018
A Structured Variational Autoencoder for Contextual Morphological Inflection
Statistical morphological inflectors are typically trained on fully supe...
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05/02/2018
Hypothesis Only Baselines in Natural Language Inference
We propose a hypothesis only baseline for diagnosing Natural Language In...
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04/25/2018
Gender Bias in Coreference Resolution
We present an empirical study of gender bias in coreference resolution s...
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08/11/2017
Break it Down for Me: A Study in Automated Lyric Annotation
Comprehending lyrics, as found in songs and poems, can pose a challenge ...
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10/30/2016
Represent, Aggregate, and Constrain: A Novel Architecture for Machine Reading from Noisy Sources
In order to extract event information from text, a machine reading model...
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05/21/2016