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Causal Balancing for Domain Generalization



Xinyi Wang , Michael Saxon , Jiachen Li , Hongyang Zhang , Kun Zhang , William Yang Wang

* 16 pages, 3 figures, 4 tables 

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Neuro-Symbolic Causal Language Planning with Commonsense Prompting



Yujie Lu , Weixi Feng , Wanrong Zhu , Wenda Xu , Xin Eric Wang , Miguel Eckstein , William Yang Wang


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Towards Understanding Gender-Seniority Compound Bias in Natural Language Generation



Samhita Honnavalli , Aesha Parekh , Lily Ou , Sophie Groenwold , Sharon Levy , Vicente Ordonez , William Yang Wang

* 6 pages, LREC 2022 

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FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue



Alon Albalak , Yi-Lin Tuan , Pegah Jandaghi , Connor Pryor , Luke Yoffe , Deepak Ramachandran , Lise Getoor , Jay Pujara , William Yang Wang

* code available at https://github.com/alon-albalak/TLiDB 

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KETOD: Knowledge-Enriched Task-Oriented Dialogue



Zhiyu Chen , Bing Liu , Seungwhan Moon , Chinnadhurai Sankar , Paul Crook , William Yang Wang

* NAACL 2022 Findings 

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HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data



Kai Nakamura , Sharon Levy , Yi-Lin Tuan , Wenhu Chen , William Yang Wang

* Findings of ACL 2022 

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Imagination-Augmented Natural Language Understanding



Yujie Lu , Wanrong Zhu , Xin Eric Wang , Miguel Eckstein , William Yang Wang

* NAACL 2022 Main Conference 

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End-to-end Dense Video Captioning as Sequence Generation



Wanrong Zhu , Bo Pang , Ashish Thapliyal , William Yang Wang , Radu Soricut


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Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems



Yi-Lin Tuan , Sajjad Beygi , Maryam Fazel-Zarandi , Qiaozi Gao , Alessandra Cervone , William Yang Wang

* accepted to the Findings of ACL 2022 

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