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CitationSum: Citation-aware Graph Contrastive Learning for Scientific Paper Summarization


Feb 01, 2023
Zheheng Luo, Qianqian Xie, Sophia Ananiadou

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* accepted to WWW2023 

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Readability Controllable Biomedical Document Summarization


Oct 12, 2022
Zheheng Luo, Qianqian Xie, Sophia Ananiadou

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* accepted to the Findings of EMNLP 2022 

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GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization


Aug 21, 2022
Qianqian Xie, Jimin Huang, Tulika Saha, Sophia Ananiadou

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* Accepted by COLING2022 

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Learning Disentangled Representations of Negation and Uncertainty


Apr 01, 2022
Jake Vasilakes, Chrysoula Zerva, Makoto Miwa, Sophia Ananiadou

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* Accepted to ACL 2022. 18 pages, 7 figures. Code and data are available at https://github.com/jvasilakes/disentanglement-vae 

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Transformer for Graphs: An Overview from Architecture Perspective


Feb 17, 2022
Erxue Min, Runfa Chen, Yatao Bian, Tingyang Xu, Kangfei Zhao, Wenbing Huang, Peilin Zhao, Junzhou Huang, Sophia Ananiadou, Yu Rong

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* 8 pages, 1 figures 

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Masked Transformer for Neighhourhood-aware Click-Through Rate Prediction


Jan 25, 2022
Erxue Min, Yu Rong, Tingyang Xu, Yatao Bian, Peilin Zhao, Junzhou Huang, Da Luo, Kangyi Lin, Sophia Ananiadou

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* 11 pages 

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Investigating Text Simplification Evaluation


Jul 28, 2021
Laura Vásquez-Rodríguez, Matthew Shardlow, Piotr Przybyła, Sophia Ananiadou

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* Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 876-882 
* 7 pages, 3 figures, 1 table 

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EPICURE Ensemble Pretrained Models for Extracting Cancer Mutations from Literature


Jun 11, 2021
Jiarun Cao, Elke M van Veen, Niels Peek, Andrew G Renehan, Sophia Ananiadou

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Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors


Apr 16, 2021
Fenia Christopoulou, Makoto Miwa, Sophia Ananiadou

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* 16 pages, 9 figures, Accepted as a long paper at NAACL 2021 

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