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Investigating African-American Vernacular English in Transformer-Based Text Generation

Oct 29, 2020
Sophie Groenwold, Lily Ou, Aesha Parekh, Samhita Honnavalli, Sharon Levy, Diba Mirza, William Yang Wang

* 7 pages, EMNLP 2020 

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Unsupervised Multi-hop Question Answering by Question Generation

Oct 23, 2020
Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang

* Technical Report 

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Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation

Oct 18, 2020
Jiannan Xiang, Xin Eric Wang, William Yang Wang

* Findings of EMNLP 2020 

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KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation

Oct 11, 2020
Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang

* Accepted to Main Conference of EMNLP 2020 as Long Paper 

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Towards Understanding Sample Variance in Visually Grounded Language Generation: Evaluations and Observations

Oct 07, 2020
Wanrong Zhu, Xin Eric Wang, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang

* EMNLP 2020 

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SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning

Sep 29, 2020
Tsu-Jui Fu, Xin Eric Wang, Scott Grafton, Miguel Eckstein, William Yang Wang

* EMNLP 2020 

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Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval

Sep 27, 2020
Wenhan Xiong, Xiang Lorraine Li, Srini Iyer, Jingfei Du, Patrick Lewis, William Yang Wang, Yashar Mehdad, Wen-tau Yih, Sebastian Riedel, Douwe Kiela, Barlas Oğuz


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Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation

Jul 01, 2020
Wanrong Zhu, Xin Wang, Tsu-Jui Fu, An Yan, Pradyumna Narayana, Kazoo Sone, Sugato Basu, William Yang Wang


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Cross-lingual Transfer Learning for COVID-19 Outbreak Alignment

Jun 05, 2020
Sharon Levy, William Yang Wang


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Evaluating Transformer-Based Multilingual Text Classification

Apr 30, 2020
Sophie Groenwold, Samhita Honnavalli, Lily Ou, Aesha Parekh, Sharon Levy, Diba Mirza, William Yang Wang

* Total of 15 pages (9 pages for paper, 2 pages for references, 4 pages for appendix). Changed title 

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Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering

Apr 30, 2020
Wenhan Xiong, Hong Wang, William Yang Wang


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Unsupervised Injection of Knowledge into Dialogue Generation via Language Models

Apr 30, 2020
Yi-Lin Tuan, Wei Wei, William Yang Wang


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Logic2Text: High-Fidelity Natural Language Generation from Logical Forms

Apr 30, 2020
Zhiyu Chen, Wenhu Chen, Hanwen Zha, Xiyou Zhou, Yunkai Zhang, Sairam Sundaresan, William Yang Wang

* 9 pages, 6 figures 

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Counterfactual Off-Policy Training for Neural Response Generation

Apr 29, 2020
Qingfu Zhu, Weinan Zhang, Ting Liu, William Yang Wang


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Evaluating the Role of Language Typology in Transformer-Based Multilingual Text Classification

Apr 29, 2020
Sophie Groenwold, Samhita Honnavalli, Lily Ou, Aesha Parekh, Sharon Levy, Diba Mirza, William Yang Wang

* Total of 15 pages (9 pages for paper, 2 pages for references, 4 pages for appendix) 

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Logical Natural Language Generation from Open-Domain Tables

Apr 28, 2020
Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang

* Accepted to ACL 2020 as Long Paper 

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On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond

Apr 20, 2020
Chen Wu, Prince Zizhuang Wang, William Yang Wang

* Accepted to ACL 2020 

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Environment-agnostic Multitask Learning for Natural Language Grounded Navigation

Mar 12, 2020
Xin Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, Sujith Ravi


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HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing

Feb 14, 2020
Xiyou Zhou, Zhiyu Chen, Xiaoyong Jin, William Yang Wang

* 7 pages, 4 figures 

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Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs

Jan 08, 2020
Pengda Qin, Xin Wang, Wenhu Chen, Chunyun Zhang, Weiran Xu, William Yang Wang


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Disentangled Representation Learning with Wasserstein Total Correlation

Dec 30, 2019
Yijun Xiao, William Yang Wang


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Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model

Dec 20, 2019
Wenhan Xiong, Jingfei Du, William Yang Wang, Veselin Stoyanov

* Accepted to ICLR 2020 

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Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation

Nov 18, 2019
Juncheng Li, Xin Wang, Siliang Tang, Haizhou Shi, Fei Wu, Yueting Zhuang, William Yang Wang


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Counterfactual Vision-and-Language Navigation via Adversarial Path Sampling

Nov 17, 2019
Tsu-Jui Fu, Xin Wang, Matthew Peterson, Scott Grafton, Miguel Eckstein, William Yang Wang

* 10 pages 

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