Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs)

Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor 2020-12 Association for Computational Linguistics Barcelona, Spain (Online) text conference publication textgraphs-2020-graph https://aclanthology.org/2020.textgraphs-1.0/ A survey of embedding models of entities and relationships for knowledge graph completion Dat Quoc Nguyen author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication nguyen-2020-survey 10.18653/v1/2020.textgraphs-1.1 https://aclanthology.org/2020.textgraphs-1.1/ 2020-12 1 14 Graph-based Aspect Representation Learning for Entity Resolution Zhenqi Zhao author Yuchen Guo author Dingxian Wang author Yufan Huang author Xiangnan He author Bin Gu author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication zhao-etal-2020-graph 10.18653/v1/2020.textgraphs-1.2 https://aclanthology.org/2020.textgraphs-1.2/ 2020-12 15 23 Merge and Recognize: A Geometry and 2D Context Aware Graph Model for Named Entity Recognition from Visual Documents Chuwei Luo author Yongpan Wang author Qi Zheng author Liangchen Li author Feiyu Gao author Shiyu Zhang author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication luo-etal-2020-merge 10.18653/v1/2020.textgraphs-1.3 https://aclanthology.org/2020.textgraphs-1.3/ 2020-12 24 34 Joint Learning of the Graph and the Data Representation for Graph-Based Semi-Supervised Learning Mariana Vargas-Vieyra author Aurélien Bellet author Pascal Denis author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication vargas-vieyra-etal-2020-joint 10.18653/v1/2020.textgraphs-1.4 https://aclanthology.org/2020.textgraphs-1.4/ 2020-12 35 45 Contextual BERT: Conditioning the Language Model Using a Global State Timo I Denk author Ana Peleteiro Ramallo author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication denk-peleteiro-ramallo-2020-contextual 10.18653/v1/2020.textgraphs-1.5 https://aclanthology.org/2020.textgraphs-1.5/ 2020-12 46 50 Semi-supervised Word Sense Disambiguation Using Example Similarity Graph Rie Yatabe author Minoru Sasaki author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication yatabe-sasaki-2020-semi 10.18653/v1/2020.textgraphs-1.6 https://aclanthology.org/2020.textgraphs-1.6/ 2020-12 51 59 Incorporating Temporal Information in Entailment Graph Mining Liane Guillou author Sander Bijl de Vroe author Mohammad Javad Hosseini author Mark Johnson author Mark Steedman author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication guillou-etal-2020-incorporating 10.18653/v1/2020.textgraphs-1.7 https://aclanthology.org/2020.textgraphs-1.7/ 2020-12 60 71 Graph-based Syntactic Word Embeddings Ragheb Al-Ghezi author Mikko Kurimo author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication al-ghezi-kurimo-2020-graph 10.18653/v1/2020.textgraphs-1.8 https://aclanthology.org/2020.textgraphs-1.8/ 2020-12 72 78 Relation Specific Transformations for Open World Knowledge Graph Completion Haseeb Shah author Johannes Villmow author Adrian Ulges author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication shah-etal-2020-relation 10.18653/v1/2020.textgraphs-1.9 https://aclanthology.org/2020.textgraphs-1.9/ 2020-12 79 84 TextGraphs 2020 Shared Task on Multi-Hop Inference for Explanation Regeneration Peter Jansen author Dmitry Ustalov author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication jansen-ustalov-2020-textgraphs 10.18653/v1/2020.textgraphs-1.10 https://aclanthology.org/2020.textgraphs-1.10/ 2020-12 85 97 PGL at TextGraphs 2020 Shared Task: Explanation Regeneration using Language and Graph Learning Methods Weibin Li author Yuxiang Lu author Zhengjie Huang author Weiyue Su author Jiaxiang Liu author Shikun Feng author Yu Sun author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication li-etal-2020-pgl 10.18653/v1/2020.textgraphs-1.11 https://aclanthology.org/2020.textgraphs-1.11/ 2020-12 98 102 ChiSquareX at TextGraphs 2020 Shared Task: Leveraging Pretrained Language Models for Explanation Regeneration Aditya Girish Pawate author Varun Madhavan author Devansh Chandak author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication pawate-etal-2020-chisquarex 10.18653/v1/2020.textgraphs-1.12 https://aclanthology.org/2020.textgraphs-1.12/ 2020-12 103 108 Explanation Regeneration via Multi-Hop ILP Inference over Knowledge Base Aayushee Gupta author Gopalakrishnan Srinivasaraghavan author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication gupta-srinivasaraghavan-2020-explanation 10.18653/v1/2020.textgraphs-1.13 https://aclanthology.org/2020.textgraphs-1.13/ 2020-12 109 114 Red Dragon AI at TextGraphs 2020 Shared Task : LIT : LSTM-Interleaved Transformer for Multi-Hop Explanation Ranking Yew Ken Chia author Sam Witteveen author Martin Andrews author 2020-12 text Proceedings of the Graph-based Methods for Natural Language Processing (TextGraphs) Dmitry Ustalov editor Swapna Somasundaran editor Alexander Panchenko editor Fragkiskos D Malliaros editor Ioana Hulpuș editor Peter Jansen editor Abhik Jana editor Association for Computational Linguistics Barcelona, Spain (Online) conference publication chia-etal-2020-red 10.18653/v1/2020.textgraphs-1.14 https://aclanthology.org/2020.textgraphs-1.14/ 2020-12 115 120