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Knowledge Based Multilingual Language Model


Nov 22, 2021
Linlin Liu, Xin Li, Ruidan He, Lidong Bing, Shafiq Joty, Luo Si


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GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems


Oct 14, 2021
Bosheng Ding, Junjie Hu, Lidong Bing, Sharifah Mahani Aljunied, Shafiq Joty, Luo Si, Chunyan Miao


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MReD: A Meta-Review Dataset for Controllable Text Generation


Oct 14, 2021
Chenhui Shen, Liying Cheng, Ran Zhou, Lidong Bing, Yang You, Luo Si

* 15 pages, 8 figures 

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Multilingual AMR Parsing with Noisy Knowledge Distillation


Oct 14, 2021
Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam

* EMNLP21 (findings) 

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Aspect Sentiment Quad Prediction as Paraphrase Generation


Oct 02, 2021
Wenxuan Zhang, Yang Deng, Xin Li, Yifei Yuan, Lidong Bing, Wai Lam

* EMNLP 2021 Main Conference 

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MELM: Data Augmentation with Masked Entity Language Modeling for Cross-lingual NER


Aug 31, 2021
Ran Zhou, Ruidan He, Xin Li, Lidong Bing, Erik Cambria, Luo Si, Chunyan Miao


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Learning Span-Level Interactions for Aspect Sentiment Triplet Extraction


Jul 26, 2021
Lu Xu, Yew Ken Chia, Lidong Bing

* ACL 2021, long paper, main conference 

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On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation


Jun 06, 2021
Ruidan He, Linlin Liu, Hai Ye, Qingyu Tan, Bosheng Ding, Liying Cheng, Jia-Wei Low, Lidong Bing, Luo Si

* Accepted by ACL 2021 (long paper) 

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Better Feature Integration for Named Entity Recognition


Apr 12, 2021
Lu Xu, Zhanming Jie, Wei Lu, Lidong Bing

* Accepted by NAACL 2021. 13 pages, 9 Figure, 10 Tables 

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Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings


Mar 11, 2021
Linlin Liu, Thien Hai Nguyen, Shafiq Joty, Lidong Bing, Luo Si


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Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model


Nov 23, 2020
Juntao Li, Ruidan He, Hai Ye, Hwee Tou Ng, Lidong Bing, Rui Yan

* IJCAI-PRICAI2020 

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DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks


Nov 03, 2020
Bosheng Ding, Linlin Liu, Lidong Bing, Canasai Kruengkrai, Thien Hai Nguyen, Shafiq Joty, Luo Si, Chunyan Miao

* Accepted by EMNLP 2020 

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Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond


Oct 23, 2020
Xin Li, Lidong Bing, Wenxuan Zhang, Zheng Li, Wai Lam


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Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation


Oct 09, 2020
Yan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing

* Accepted to EMNLP 2020, long paper 

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Aspect Sentiment Classification with Aspect-Specific Opinion Spans


Oct 06, 2020
Lu Xu, Lidong Bing, Wei Lu, Fei Huang

* EMNLP 2020 

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Position-Aware Tagging for Aspect Sentiment Triplet Extraction


Oct 06, 2020
Lu Xu, Hao Li, Wei Lu, Lidong Bing

* 15 pages, 10 figures, accepted by EMNLP 2020 

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Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training


Oct 06, 2020
Hai Ye, Qingyu Tan, Ruidan He, Juntao Li, Hwee Tou Ng, Lidong Bing

* To appear at EMNLP 2020. 14 pages 

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Partially-Aligned Data-to-Text Generation with Distant Supervision


Oct 03, 2020
Zihao Fu, Bei Shi, Wai Lam, Lidong Bing, Zhiyuan Liu

* To appear EMNLP 2020. 11 pages 

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An Unsupervised Sentence Embedding Method byMutual Information Maximization


Sep 25, 2020
Yan Zhang, Ruidan He, Zuozhu Liu, Kwan Hui Lim, Lidong Bing

* Accepted to EMNLP 2020 

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Feature Adaptation of Pre-Trained Language Models across Languages and Domains for Text Classification


Sep 24, 2020
Hai Ye, Qingyu Tan, Ruidan He, Juntao Li, Hwee Tou Ng, Lidong Bing

* To appear EMNLP 2020. 15 pages 

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Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce


May 17, 2020
Juntao Li, Chang Liu, Jian Wang, Lidong Bing, Hongsong Li, Xiaozhong Liu, Dongyan Zhao, Rui Yan

* AAAI 2020 

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Knowledge Graph Empowered Entity Description Generation


Apr 30, 2020
Liying Cheng, Yan Zhang, Dekun Wu, Zhanming Jie, Lidong Bing, Wei Lu, Luo Si

* 10 pages, 5 figures 

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Salience Estimation with Multi-Attention Learning for Abstractive Text Summarization


Apr 07, 2020
Piji Li, Lidong Bing, Zhongyu Wei, Wai Lam

* 11 pages, @CUHK. arXiv admin note: text overlap with arXiv:1803.11070, arXiv:1708.00625 

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GRET: Global Representation Enhanced Transformer


Feb 24, 2020
Rongxiang Weng, Haoran Wei, Shujian Huang, Heng Yu, Lidong Bing, Weihua Luo, Jiajun Chen

* Accepted by AAAI 2020 

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Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis


Nov 21, 2019
Haiyun Peng, Lu Xu, Lidong Bing, Fei Huang, Wei Lu, Luo Si

* This paper is accepted in AAAI 2020 

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Review-based Question Generation with Adaptive Instance Transfer and Augmentation


Nov 05, 2019
Qian Yu, Lidong Bing, Qiong Zhang, Wai Lam, Luo Si


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Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning


Oct 31, 2019
Zheng Li, Xin Li, Ying Wei, Lidong Bing, Yu Zhang, Qiang Yang


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