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Hierarchical Curriculum Learning for AMR Parsing


Oct 15, 2021
Peiyi Wang, Liang Chen, Tianyu Liu, Baobao Chang, Zhifang Sui


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An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling


Sep 27, 2021
Peiyi Wang, Runxin Xu, Tianyu Liu, Qingyu Zhou, Yunbo Cao, Baobao Chang, Zhifang Sui


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Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event Classification


Aug 29, 2021
Peiyi Wang, Runxin Xu, Tianyu Liu, Damai Dai, Baobao Chang, Zhifang Sui

* Accepted at CIKM2021; Long paper 

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CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark


Jul 06, 2021
Mosha Chen, Chuanqi Tan, Zhen Bi, Xiaozhuan Liang, Lei Li, Ningyu Zhang, Xin Shang, Kangping Yin, Jian Xu, Fei Huang, Luo Si, Yuan Ni, Guotong Xie, Zhifang Sui, Baobao Chang, Hui Zong, Zheng Yuan, Linfeng Li, Jun Yan, Hongying Zan, Kunli Zhang, Buzhou Tang, Qingcai Chen


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Explicit Interaction Network for Aspect Sentiment Triplet Extraction


Jun 21, 2021
Peiyi Wang, Lianzhe Huang, Tianyu Liu, Damai Dai, Runxin Xu, Houfeng Wang, Baobao Chang, Zhifang Sui


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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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