Stage-wise Fine-tuning for Graph-to-Text Generation

Stage-wise Fine-tuning for Graph-to-Text Generation

17 May 2021

Qingyun Wang

Heng Ji

Papers citing "Stage-wise Fine-tuning for Graph-to-Text Generation"

14 / 14 papers shown

Title
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro Martin Schmitt Hinrich Schütze Iryna Gurevych 44 218 0 16 Jul 2020
DART: Open-Domain Structured Data Record to Text Generation Linyong Nan Dragomir R. Radev Rui Zhang Amrit Rau Abhinand Sivaprasad ... Y. Tan Xi Lin Caiming Xiong R. Socher Nazneen Rajani 41 202 0 06 Jul 2020
Text-to-Text Pre-Training for Data-to-Text Tasks Mihir Kale Abhinav Rastogi AI4CE 40 202 0 21 May 2020
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints Zhenyi Wang Xiaoyang Wang Bang An Dong Yu Changyou Chen LMTD 204 84 0 03 May 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 143 2,423 0 23 Apr 2020
Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic Fidelity Hamza Harkous Isabel Groves Amir Saffari 60 89 0 08 Apr 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig Pawel Krzysztof Nowak Thomas Müller Francesco Piccinno Julian Martin Eisenschlos LMTD RALM 88 650 0 05 Apr 2020
TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang LMTD 88 505 0 05 Sep 2019
Neural data-to-text generation: A comparison between pipeline and end-to-end architectures Thiago Castro Ferreira Chris van der Lee Emiel van Miltenburg Emiel Krahmer 79 143 0 23 Aug 2019
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation Bhuwan Dhingra Manaal Faruqui Ankur P. Parikh Ming-Wei Chang Dipanjan Das William W. Cohen 73 196 0 03 Jun 2019
Deep Graph Convolutional Encoders for Structured Data to Text Generation Diego Marcheggiani Laura Perez-Beltrachini GNN 45 122 0 23 Oct 2018
A Graph-to-Sequence Model for AMR-to-Text Generation Linfeng Song Yue Zhang Zhiguo Wang D. Gildea GNN AIMat 87 254 0 07 May 2018
Challenges in Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 167 589 0 25 Jul 2017
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 215 3,350 0 30 Sep 2015

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