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Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning


Mar 05, 2021
Jinsong Su, Jialong Tang, Hui Jiang, Ziyao Lu, Yubin Ge, Linfeng Song, Deyi Xiong, Le Sun, Jiebo Luo

* Artificial Intelligence 2021 
* 31 pages. arXiv admin note: text overlap with arXiv:1906.01213 

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Structural Information Preserving for Graph-to-Text Generation


Feb 12, 2021
Linfeng Song, Ante Wang, Jinsong Su, Yue Zhang, Kun Xu, Yubin Ge, Dong Yu

* ACL 2020 

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TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis


Dec 31, 2020
Haisong Zhang, Lemao Liu, Haiyun Jiang, Yangming Li, Enbo Zhao, Kun Xu, Linfeng Song, Suncong Zheng, Botong Zhou, Jianchen Zhu, Xiao Feng, Tao Chen, Tao Yang, Dong Yu, Feng Zhang, Zhanhui Kang, Shuming Shi


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Robust Dialogue Utterance Rewriting as Sequence Tagging


Dec 29, 2020
Jie Hao, Linfeng Song, Liwei Wang, Kun Xu, Zhaopeng Tu, Dong Yu

* 11 pages 

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Online Back-Parsing for AMR-to-Text Generation


Oct 09, 2020
Xuefeng Bai, Linfeng Song, Yue Zhang

* To appear in EMNLP2020 main conference 

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Semantic Role Labeling Guided Multi-turn Dialogue ReWriter


Oct 03, 2020
Kun Xu, Haochen Tan, Linfeng Song, Han Wu, Haisong Zhang, Linqi Song, Dong Yu

* To appear in EMNLP 2020 

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Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment


Jan 23, 2020
Kun Xu, Linfeng Song, Yansong Feng, Yan Song, Dong Yu

* in AAAI 2020 

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Neural Simile Recognition with Cyclic Multitask Learning and Local Attention


Dec 19, 2019
Jiali Zeng, Linfeng Song, Jinsong Su, Jun Xie, Wei Song, Jiebo Luo

* AAAI 2020 

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Leveraging Dependency Forest for Neural Medical Relation Extraction


Dec 16, 2019
Linfeng Song, Yue Zhang, Daniel Gildea, Mo Yu, Zhiguo Wang, Jinsong Su

* EMNLP 2020, with "correct" source-code address: http://github.com/freesunshine0316/dep-forest-re 

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Graph-based Neural Sentence Ordering


Dec 16, 2019
Yongjing Yin, Linfeng Song, Jinsong Su, Jiali Zeng, Chulun Zhou, Jiebo Luo

* IJCAI2019 

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Multi-Granular Text Encoding for Self-Explaining Categorization


Jul 19, 2019
Zhiguo Wang, Yue Zhang, Mo Yu, Wei Zhang, Lin Pan, Linfeng Song, Kun Xu, Yousef El-Kurdi

* Accepted by BlackboxNLP 2019 

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Tackling Graphical NLP problems with Graph Recurrent Networks


Jul 13, 2019
Linfeng Song

* Ph.D. thesis 

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Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning


Jun 20, 2019
Mengge Xue, Weiming Cai, Jinsong Su, Linfeng Song, Yubin Ge, Yubao Liu, Bin Wang

* IJCAI 2019 

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Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis


Jun 06, 2019
Jialong Tang, Ziyao Lu, Jinsong Su, Yubin Ge, Linfeng Song, Le Sun, Jiebo Luo

* ACL 2019 
* 10 pages 

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SemBleu: A Robust Metric for AMR Parsing Evaluation


May 30, 2019
Linfeng Song, Daniel Gildea

* ACL 2019 camera ready 

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Semantic Neural Machine Translation using AMR


Feb 19, 2019
Linfeng Song, Daniel Gildea, Yue Zhang, Zhiguo Wang, Jinsong Su

* Transaction of ACL 2019 

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Neural Transition-based Syntactic Linearization


Oct 23, 2018
Linfeng Song, Yue Zhang, Daniel Gildea

* INLG 2018 

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Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks


Sep 06, 2018
Linfeng Song, Zhiguo Wang, Mo Yu, Yue Zhang, Radu Florian, Daniel Gildea


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A Unified Query-based Generative Model for Question Generation and Question Answering


Aug 28, 2018
Linfeng Song, Zhiguo Wang, Wael Hamza


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N-ary Relation Extraction using Graph State LSTM


Aug 28, 2018
Linfeng Song, Yue Zhang, Zhiguo Wang, Daniel Gildea

* EMNLP 18 camera ready 

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A Graph-to-Sequence Model for AMR-to-Text Generation


Aug 27, 2018
Linfeng Song, Yue Zhang, Zhiguo Wang, Daniel Gildea

* ACL 2018 camera-ready, Proceedings of ACL 2018 with updated performance 

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Sentence-State LSTM for Text Representation


May 07, 2018
Yue Zhang, Qi Liu, Linfeng Song

* ACL 18 camera-ready version 

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$k$-Nearest Neighbor Augmented Neural Networks for Text Classification


Aug 25, 2017
Zhiguo Wang, Wael Hamza, Linfeng Song


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AMR-to-text Generation with Synchronous Node Replacement Grammar


Apr 28, 2017
Linfeng Song, Xiaochang Peng, Yue Zhang, Zhiguo Wang, Daniel Gildea

* camera-ready version of ACL 2017 

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Question Generation from a Knowledge Base with Web Exploration


Feb 01, 2017
Linfeng Song, Lin Zhao


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AMR-to-text generation as a Traveling Salesman Problem


Sep 23, 2016
Linfeng Song, Yue Zhang, Xiaochang Peng, Zhiguo Wang, Daniel Gildea

* accepted by EMNLP 2016 

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Sense Embedding Learning for Word Sense Induction


Jun 22, 2016
Linfeng Song, Zhiguo Wang, Haitao Mi, Daniel Gildea

* 6 pages, no figures in *SEM 2016 

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