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We explore the task of improving persona consistency of dialogue agents.
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Predicting Pragmatic Reasoning in Language Games
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Adam: A Method for Stochastic Optimization
Diederik Kingma and Jimmy Ba. 2015 · 2015
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SPICE: Semantic Propositional Image Caption Evaluation
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Reasoning about Pragmatics with Neural Listeners and Speakers
Jacob Andreas and Dan Klein. 2016 · 2016
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A Persona-Based Neural Conversation Model
Jiwei Li, Michel Galley, Chris Brockett, Georgios P Spithourakis, Jianfeng Gao, and Bill Dolan. 2016 · 2016
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Generation and Comprehension of Unambiguous Object Descriptions
Junhua Mao, Jonathan Huang, Alexander Toshev, Oana Camburu, Alan L Yuille, and Kevin Murphy. 2016 · 2016
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Unified Pragmatic Models for Generating and Following Instructions
Daniel Fried, Jacob Andreas, and Dan Klein. 2017 · 2017
Lost in Machine Translation: A Method to Reduce Meaning Loss
Reuben Cohn-Gordon and Noah Goodman. 2019 · 2019
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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Evaluating Coherence in Dialogue Systems Using Entailment
Nouha Dziri, Ehsan Kamalloo, Kory W Mathewson, and Osmar Zaiane. 2019 · 2019
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Importance of Search and Evaluation Strategies in Neural Dialogue Modeling
Ilia Kulikov, Alexander Miller, Kyunghyun Cho, and Jason Weston. 2019 · 2019
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Personalizing Dialogue Agents via Meta-Learning
Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, and Pascale Fung. 2019 · 2019
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Towards Empathetic Open-domain Conversation Models: A New Benchmark and Dataset
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Learning to Remember Rare Events
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ParlAI: A Dialog Research Software Platform
A. H. Miller, W. Feng, A. Fisch, J. Lu, D. Batra, A. Bordes, D. Parikh, and J. Weston. 2017 · 2017
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Context-Aware Captions from Context-Agnostic Supervision
Ramakrishna Vedantam, Samy Bengio, Kevin Murphy, Devi Parikh, and Gal Chechik. 2017 · 2017
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Pragmatically Informative Image Captioning With Character-level Inference
Reuben Cohn-Gordon, Noah Goodman, and Christopher Potts. 2018 · 2018
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Speaker-follower models for vision-and-language navigation
Daniel Fried, Ronghang Hu, Volkan Cirik, Anna Rohrbach, Jacob Andreas, Louis-Philippe Morency, Taylor Berg-Kirkpatrick, Kate Saenko, Dan Klein, and Trevor Darrell. 2018 · 2018
Cited alongside, same era.
Improving Language Understanding with Unsupervised Learning
Alec Radford, Karthik Narasimhan, Tim Salimans, and Ilya Sutskever. 2018 · 2018
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Hannah Rashkin, Eric Michael Smith, Margaret Li, and Y-Lan Boureau. 2019 · 2019
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What Makes a Good Conversation? How Controllable Attributes Affect Human Judgments
Abigail See, Stephen Roller, Douwe Kiela, and Jason Weston. 2019 · 2019
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Pragmatically Informative Text Generation
Sheng Shen, Daniel Fried, Jacob Andreas, and Dan Klein. 2019 · 2019
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Dialogue Natural Language Inference
Sean Welleck, Jason Weston, Arthur Szlam, and Kyunghyun Cho. 2019 · 2019
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Know What You Don’t Know: Modeling a Pragmatic Speaker that Refers to Objects of Unknown Categories
Sina Zarrieß and David Schlangen. 2019 · 2019
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Don’t Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training
Margaret Li, Stephen Roller, Ilia Kulikov, Sean Welleck, Y-Lan Boureau, Kyunghyun Cho, and Jason Weston. 2020 · 2020
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You Impress Me: Dialogue Generation via Mutual Persona Perception
Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, and Dongmei Zhang. 2020 · 2020
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Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation
Haoyu Song, Yan Wang, Wei-Nan Zhang, Xiaojiang Liu, and Ting Liu. 2020 · 2020
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