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INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions


Jul 02, 2022
Zeqiu Wu, Ryu Parish, Hao Cheng, Sewon Min, Prithviraj Ammanabrolu, Mari Ostendorf, Hannaneh Hajishirzi


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Quark: Controllable Text Generation with Reinforced Unlearning


May 26, 2022
Ximing Lu, Sean Welleck, Liwei Jiang, Jack Hessel, Lianhui Qin, Peter West, Prithviraj Ammanabrolu, Yejin Choi


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Multimodal Knowledge Alignment with Reinforcement Learning


May 25, 2022
Youngjae Yu, Jiwan Chung, Heeseung Yun, Jack Hessel, JaeSung Park, Ximing Lu, Prithviraj Ammanabrolu, Rowan Zellers, Ronan Le Bras, Gunhee Kim, Yejin Choi


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Aligning to Social Norms and Values in Interactive Narratives


May 05, 2022
Prithviraj Ammanabrolu, Liwei Jiang, Maarten Sap, Hannaneh Hajishirzi, Yejin Choi

* In Proceedings of NAACL-2022 

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ScienceWorld: Is your Agent Smarter than a 5th Grader?


Mar 14, 2022
Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté, Prithviraj Ammanabrolu

* 19 pages, 4 figures 

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Inherently Explainable Reinforcement Learning in Natural Language


Dec 16, 2021
Xiangyu Peng, Mark O. Riedl, Prithviraj Ammanabrolu


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Situated Dialogue Learning through Procedural Environment Generation


Oct 07, 2021
Prithviraj Ammanabrolu, Renee Jia, Mark O. Riedl

* Preprint. Under Review 

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Learning Knowledge Graph-based World Models of Textual Environments


Jun 17, 2021
Prithviraj Ammanabrolu, Mark O. Riedl

* Preprint. Under review 

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Modeling Worlds in Text


Jun 17, 2021
Prithviraj Ammanabrolu, Mark O. Riedl

* Preprint. Under review. Benchmark can be found at https://github.com/JerichoWorld/JerichoWorld 

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Telling Stories through Multi-User Dialogue by Modeling Character Relations


May 31, 2021
Wai Man Si, Prithviraj Ammanabrolu, Mark O. Riedl

* In Proceedings of SIGDIAL 2021 

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