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Problems and Countermeasures in Natural Language Processing Evaluation


Apr 20, 2021
Qingxiu Dong, Zhifang Sui, Weidong Zhan, Baobao Chang


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A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation


Apr 18, 2021
Tianyu Liu, Yizhe Zhang, Chris Brockett, Yi Mao, Zhifang Sui, Weizhu Chen, Bill Dolan


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Knowledge Neurons in Pretrained Transformers


Apr 18, 2021
Damai Dai, Li Dong, Yaru Hao, Zhifang Sui, Furu Wei


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Incorporating Connections Beyond Knowledge Embeddings: A Plug-and-Play Module to Enhance Commonsense Reasoning in Machine Reading Comprehension


Mar 26, 2021
Damai Dai, Hua Zheng, Zhifang Sui, Baobao Chang


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Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View


Feb 17, 2021
Tianyu Liu, Xin Zheng, Baobao Chang, Zhifang Sui

* AAAI-21 Camera Ready 

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Coarse-to-Fine Entity Representations for Document-level Relation Extraction


Dec 04, 2020
Damai Dai, Jing Ren, Shuang Zeng, Baobao Chang, Zhifang Sui


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An Empirical Study on Model-agnostic Debiasing Strategies for Robust Natural Language Inference


Oct 17, 2020
Tianyu Liu, Xin Zheng, Xiaoan Ding, Baobao Chang, Zhifang Sui

* CoNLL 2020 

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Discriminatively-Tuned Generative Classifiers for Robust Natural Language Inference


Oct 08, 2020
Xiaoan Ding, Tianyu Liu, Baobao Chang, Zhifang Sui, Kevin Gimpel

* 14 pages, EMNLP 2020, the first two authors contributed equally 

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Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions


Sep 27, 2020
Damai Dai, Hua Zheng, Fuli Luo, Pengcheng Yang, Baobao Chang, Zhifang Sui


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Multi-View Learning for Vision-and-Language Navigation


Mar 09, 2020
Qiaolin Xia, Xiujun Li, Chunyuan Li, Yonatan Bisk, Zhifang Sui, Jianfeng Gao, Yejin Choi, Noah A. Smith

* 16 pages, 8 figures 

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HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference


Mar 05, 2020
Tianyu Liu, Xin Zheng, Baobao Chang, Zhifang Sui

* LREC 2020 

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XGPT: Cross-modal Generative Pre-Training for Image Captioning


Mar 04, 2020
Qiaolin Xia, Haoyang Huang, Nan Duan, Dongdong Zhang, Lei Ji, Zhifang Sui, Edward Cui, Taroon Bharti, Xin Liu, Ming Zhou

* 12 pages, 3 figures, 7 tables 

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Pun-GAN: Generative Adversarial Network for Pun Generation


Oct 24, 2019
Fuli Luo, Shunyao Li, Pengcheng Yang, Lei li, Baobao Chang, Zhifang Sui, Xu Sun

* EMNLP 2019 (short paper) 

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A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer


May 24, 2019
Fuli Luo, Peng Li, Jie Zhou, Pengcheng Yang, Baobao Chang, Zhifang Sui, Xu Sun

* Accepted by IJCAI 2019 

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Incorporating Glosses into Neural Word Sense Disambiguation


Jul 16, 2018
Fuli Luo, Tianyu Liu, Qiaolin Xia, Baobao Chang, Zhifang Sui

* Accepted to ACL 2018 (long paper), added code link 

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Table-to-text Generation by Structure-aware Seq2seq Learning


Nov 27, 2017
Tianyu Liu, Kexiang Wang, Lei Sha, Baobao Chang, Zhifang Sui

* Accepted by AAAI2018 

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Improving Chinese SRL with Heterogeneous Annotations


Mar 14, 2017
Qiaolin Xia, Baobao Chang, Zhifang Sui

* This paper has been withdrawn by the author due to a crucial error in equation 10 

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Aligning Coordinated Text Streams through Burst Information Network Construction and Decipherment


Sep 27, 2016
Tao Ge, Qing Dou, Xiaoman Pan, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou

* 10 pages 

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Implicit Discourse Relation Classification via Multi-Task Neural Networks


Mar 09, 2016
Yang Liu, Sujian Li, Xiaodong Zhang, Zhifang Sui

* This is the pre-print version of a paper accepted by AAAI-16 

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Joint Learning Templates and Slots for Event Schema Induction


Mar 04, 2016
Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui


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