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KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering


Oct 08, 2021
Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang, Yichong Xu, Xiang Ren, Yiming Yang, Michael Zeng


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Could you give me a hint? Generating inference graphs for defeasible reasoning


May 29, 2021
Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Eduard Hovy

* Findings of the Association for Computational Linguistics: ACL 2021 

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Improving Neural Model Performance through Natural Language Feedback on Their Explanations


Apr 18, 2021
Aman Madaan, Niket Tandon, Dheeraj Rajagopal, Yiming Yang, Peter Clark, Keisuke Sakaguchi, Ed Hovy


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Improving Hyper-Relational Knowledge Graph Completion


Apr 16, 2021
Donghan Yu, Yiming Yang


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General Robot Dynamics Learning and Gen2Real


Apr 06, 2021
Dengpeng Xing, Jiale Li, Yiming Yang, Bo Xu

* On posting to RSS 

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CURIE: An Iterative Querying Approach for Reasoning About Situations


Apr 05, 2021
Dheeraj Rajagopal, Aman Madaan, Niket Tandon, Yiming Yang, Shrimai Prabhumoye, Abhilasha Ravichander, Peter Clark, Eduard Hovy

* This paper builds upon EIGEN (arXiv:2010.11764) and proposes a general framework for situational reasoning 

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Meta Back-translation


Feb 15, 2021
Hieu Pham, Xinyi Wang, Yiming Yang, Graham Neubig

* Accepted to ICLR 2021 

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Handling Noisy Labels via One-Step Abductive Multi-Target Learning


Nov 25, 2020
Yongquan Yang, Yiming Yang, Jie Chen, Jiayi Zheng, Zhongxi Zheng

* 35 pages, 17 figures 

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Rethinking Transformer-based Set Prediction for Object Detection


Nov 21, 2020
Zhiqing Sun, Shengcao Cao, Yiming Yang, Kris Kitani


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On the Sentence Embeddings from Pre-trained Language Models


Nov 02, 2020
Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li

* EMNLP 2020 

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EIGEN: Event Influence GENeration using Pre-trained Language Models


Oct 22, 2020
Aman Madaan, Dheeraj Rajagopal, Yiming Yang, Abhilasha Ravichander, Eduard Hovy, Shrimai Prabhumoye


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Neural Language Modeling for Contextualized Temporal Graph Generation


Oct 20, 2020
Aman Madaan, Yiming Yang


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JAKET: Joint Pre-training of Knowledge Graph and Language Understanding


Oct 02, 2020
Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng


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Unsupervised Parallel Corpus Mining on Web Data


Sep 18, 2020
Guokun Lai, Zihang Dai, Yiming Yang


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Kernel Stein Generative Modeling


Jul 06, 2020
Wei-Cheng Chang, Chun-Liang Li, Youssef Mroueh, Yiming Yang


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An EM Approach to Non-autoregressive Conditional Sequence Generation


Jun 29, 2020
Zhiqing Sun, Yiming Yang

* Accepted to ICML 2020 

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Generalized Multi-Relational Graph Convolution Network


Jun 12, 2020
Donghan Yu, Yiming Yang, Ruohong Zhang, Yuexin Wu


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Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing


Jun 05, 2020
Zihang Dai, Guokun Lai, Yiming Yang, Quoc V. Le


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Predicting Performance for Natural Language Processing Tasks


May 02, 2020
Mengzhou Xia, Antonios Anastasopoulos, Ruochen Xu, Yiming Yang, Graham Neubig

* Accepted at ACL'20 

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Politeness Transfer: A Tag and Generate Approach


May 01, 2020
Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black, Shrimai Prabhumoye

* To appear at ACL 2020 

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Practical Comparable Data Collection for Low-Resource Languages via Images


Apr 28, 2020
Aman Madaan, Shruti Rijhwani, Antonios Anastasopoulos, Yiming Yang, Graham Neubig

* Accepted for poster presentation at the Practical Machine Learning for Developing Countries (PML4DC) workshop, ICLR 2020 

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Explainable Unsupervised Change-point Detection via Graph Neural Networks


Apr 24, 2020
Ruohong Zhang, Yu Hao, Donghan Yu, Wei-Cheng Chang, Guokun Lai, Yiming Yang

* 15 pages, 8 figures 

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MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices


Apr 14, 2020
Zhiqing Sun, Hongkun Yu, Xiaodan Song, Renjie Liu, Yiming Yang, Denny Zhou

* Accepted to ACL 2020 

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VIOLIN: A Large-Scale Dataset for Video-and-Language Inference


Mar 25, 2020
Jingzhou Liu, Wenhu Chen, Yu Cheng, Zhe Gan, Licheng Yu, Yiming Yang, Jingjing Liu

* Accepted to CVPR2020 

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Pre-training Tasks for Embedding-based Large-scale Retrieval


Feb 10, 2020
Wei-Cheng Chang, Felix X. Yu, Yin-Wen Chang, Yiming Yang, Sanjiv Kumar

* Accepted by ICLR 2020 

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Graph-Revised Convolutional Network


Nov 17, 2019
Donghan Yu, Ruohong Zhang, Zhengbao Jiang, Yuexin Wu, Yiming Yang


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A Re-evaluation of Knowledge Graph Completion Methods


Nov 10, 2019
Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha Talukdar, Yiming Yang

* 7 pages 

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