WebNLG Related Research

Data | Challenge Results | Research

Please send an email to webnlg2017@inria.fr if you want your research to appear on this page.

Split and Rephrase. Shashi Narayan, Claire Gardent, Shay B. Cohen, Anastasia Shimorina. EMNLP, 2017. pdf, dataset

RDF2PT: Generating Brazilian Portuguese Texts from RDF Data. Diego Moussallem and Thiago Ferreira and Marcos Zampieri and Maria Cláudia Cavalcanti and Geraldo Xexéo and Mariana Neves and Axel-Cyrille Ngonga Ngomo. LREC, 2018. pdf

NeuralREG: An end-to-end approach to referring expression generation. Thiago Castro Ferreira, Diego Moussallem, Ákos Kádár, Sander Wubben, Emiel Krahmer. ACL, 2018. pdf

GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data. Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang, Wei Wang. ACL, 2018. pdf

Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism. Xiangrong Zeng, Daojian Zeng, Shizhu He, Kang Liu, Jun Zhao. ACL, 2018. pdf

Human vs Automatic Metrics: on the Importance of Correlation Design. Anastasia Shimorina. WiNLP Workshop at NAACL, 2018. pdf

IDEL: In-Database Entity Linking with Neural Embeddings. Torsten Kilias, Alexander Löser, Felix A. Gers, Richard Koopmanschap, Ying Zhang, Martin Kersten. ArXiv, 2018. pdf

Sequence-to-Sequence Models for Data-to-Text Natural Language Generation: Word- vs. Character-based Processing and Output Diversity. Glorianna Jagfeld, Sabrina Jenne, Ngoc Thang Vu. INLG, 2018. pdf

Handling Rare Items in Data-to-Text Generation. Anastasia Shimorina, Claire Gardent. INLG, 2018. pdf

Deep Graph Convolutional Encoders for Structured Data to Text Generation. Diego Marcheggiani, Laura Perez-Beltrachini. INLG, 2018. pdf

Enriching the WebNLG corpus. Thiago Castro Ferreira, Diego Moussallem, Emiel Krahmer, Sander Wubben. INLG, 2018. pdf

Generating Syntactic Paraphrases. Emilie Colin, Claire Gardent. EMNLP, 2018. pdf