Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+)

Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor 2020-12 Association for Computational Linguistics Dublin, Ireland (Virtual) text conference publication webnlg-2020-international https://aclanthology.org/2020.webnlg-1.0/ A Case Study of NLG from Multimedia Data Sources: Generating Architectural Landmark Descriptions Simon Mille author Spyridon Symeonidis author Maria Rousi author Montserrat Marimon Felipe author Klearchos Stavrothanasopoulos author Petros Alvanitopoulos author Roberto Carlini Salguero author Jens Grivolla author Georgios Meditskos author Stefanos Vrochidis author Leo Wanner author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication mille-etal-2020-case https://aclanthology.org/2020.webnlg-1.1/ 2020-12 2 14 OWLSIZ: An isiZulu CNL for structured knowledge validation Zola Mahlaza author C Maria Keet author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication mahlaza-keet-2020-owlsiz https://aclanthology.org/2020.webnlg-1.2/ 2020-12 15 25 A General Benchmarking Framework for Text Generation Diego Moussallem author Paramjot Kaur author Thiago Ferreira author Chris van der Lee author Anastasia Shimorina author Felix Conrads author Michael Röder author René Speck author Claire Gardent author Simon Mille author Nikolai Ilinykh author Axel-Cyrille Ngonga Ngomo author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication moussallem-etal-2020-general https://aclanthology.org/2020.webnlg-1.3/ 2020-12 27 33 Controllable Neural Natural Language Generation: comparison of state-of-the-art control strategies Yuanmin Leng author François Portet author Cyril Labbé author Raheel Qader author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication leng-etal-2020-controllable https://aclanthology.org/2020.webnlg-1.4/ 2020-12 34 39 Enhancing Sequence-to-Sequence Modelling for RDF triples to Natural Text Oriol Domingo author David Bergés author Roser Cantenys author Roger Creus author José A R Fonollosa author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication domingo-etal-2020-enhancing https://aclanthology.org/2020.webnlg-1.5/ 2020-12 40 47 Utilising Knowledge Graph Embeddings for Data-to-Text Generation Nivranshu Pasricha author Mihael Arcan author Paul Buitelaar author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication pasricha-etal-2020-utilising https://aclanthology.org/2020.webnlg-1.6/ 2020-12 48 53 The 2020 Bilingual, Bi-Directional WebNLG+ Shared Task: Overview and Evaluation Results (WebNLG+ 2020) Thiago Castro Ferreira author Claire Gardent author Nikolai Ilinykh author Chris van der Lee author Simon Mille author Diego Moussallem author Anastasia Shimorina author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication castro-ferreira-etal-2020-2020 https://aclanthology.org/2020.webnlg-1.7/ 2020-12 55 76 CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training Qipeng Guo author Zhijing Jin author Xipeng Qiu author Weinan Zhang author David Wipf author Zheng Zhang author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication guo-etal-2020-cyclegt https://aclanthology.org/2020.webnlg-1.8/ 2020-12 77 88 Denoising Pre-Training and Data Augmentation Strategies for Enhanced RDF Verbalization with Transformers Sebastien Montella author Betty Fabre author Tanguy Urvoy author Johannes Heinecke author Lina Rojas-Barahona author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication montella-etal-2020-denoising https://aclanthology.org/2020.webnlg-1.9/ 2020-12 89 99 \mathcalP²: A Plan-and-Pretrain Approach for Knowledge Graph-to-Text Generation Qipeng Guo author Zhijing Jin author Ning Dai author Xipeng Qiu author Xiangyang Xue author David Wipf author Zheng Zhang author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication guo-etal-2020-2 https://aclanthology.org/2020.webnlg-1.10/ 2020-12 100 106 Improving Text-to-Text Pre-trained Models for the Graph-to-Text Task Zixiaofan Yang author Arash Einolghozati author Hakan Inan author Keith Diedrick author Angela Fan author Pinar Donmez author Sonal Gupta author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication yang-etal-2020-improving-text https://aclanthology.org/2020.webnlg-1.11/ 2020-12 107 116 Leveraging Large Pretrained Models for WebNLG 2020 Xintong Li author Aleksandre Maskharashvili author Symon Jory Stevens-Guille author Michael White author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication li-etal-2020-leveraging https://aclanthology.org/2020.webnlg-1.12/ 2020-12 117 124 Machine Translation Aided Bilingual Data-to-Text Generation and Semantic Parsing Oshin Agarwal author Mihir Kale author Heming Ge author Siamak Shakeri author Rami Al-Rfou author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication agarwal-etal-2020-machine https://aclanthology.org/2020.webnlg-1.13/ 2020-12 125 130 NILC at WebNLG+: Pretrained Sequence-to-Sequence Models on RDF-to-Text Generation Marco Antonio Sobrevilla Cabezudo author Thiago A S Pardo author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication sobrevilla-cabezudo-pardo-2020-nilc-webnlg https://aclanthology.org/2020.webnlg-1.14/ 2020-12 131 136 NUIG-DSI at the WebNLG+ challenge: Leveraging Transfer Learning for RDF-to-text generation Nivranshu Pasricha author Mihael Arcan author Paul Buitelaar author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication pasricha-etal-2020-nuig https://aclanthology.org/2020.webnlg-1.15/ 2020-12 137 143 RDFjsRealB: a Symbolic Approach for Generating Text from RDF Triples Guy Lapalme author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication lapalme-2020-rdfjsrealb https://aclanthology.org/2020.webnlg-1.16/ 2020-12 144 153 Semantic Triples Verbalization with Generative Pre-Training Model Pavel Blinov author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication blinov-2020-semantic https://aclanthology.org/2020.webnlg-1.17/ 2020-12 154 158 Text-to-Text Pre-Training Model with Plan Selection for RDF-to-Text Generation Natthawut Kertkeidkachorn author Hiroya Takamura author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication kertkeidkachorn-takamura-2020-text https://aclanthology.org/2020.webnlg-1.18/ 2020-12 159 166 The UPC RDF-to-Text System at WebNLG Challenge 2020 David Bergés author Roser Cantenys author Roger Creus author Oriol Domingo author José A R Fonollosa author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication berges-etal-2020-upc https://aclanthology.org/2020.webnlg-1.19/ 2020-12 167 170 Train Hard, Finetune Easy: Multilingual Denoising for RDF-to-Text Generation Zdeněk Kasner author Ondřej Dušek author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication kasner-dusek-2020-train https://aclanthology.org/2020.webnlg-1.20/ 2020-12 171 176 WebNLG 2020 Challenge: Semantic Template Mining for Generating References from RDF Trung Tran author Dang Tuan Nguyen author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication tran-nguyen-2020-webnlg https://aclanthology.org/2020.webnlg-1.21/ 2020-12 177 185 WebNLG Challenge 2020: Language Agnostic Delexicalisation for Multilingual RDF-to-text generation Giulio Zhou author Gerasimos Lampouras author 2020-12 text Proceedings of the 3rd International Workshop on Natural Language Generation from the Semantic Web (WebNLG+) Thiago Castro Ferreira editor Claire Gardent editor Nikolai Ilinykh editor Chris van der Lee editor Simon Mille editor Diego Moussallem editor Anastasia Shimorina editor Association for Computational Linguistics Dublin, Ireland (Virtual) conference publication zhou-lampouras-2020-webnlg https://aclanthology.org/2020.webnlg-1.22/ 2020-12 186 191