v1v2v3 (latest)

Investigating Pretrained Language Models for Graph-to-Text Generation

16 July 2020

Leonardo F. R. Ribeiro

Papers citing "Investigating Pretrained Language Models for Graph-to-Text Generation"

50 / 51 papers shown

Title
Graph Linearization Methods for Reasoning on Graphs with Large Language Models Christos Xypolopoulos Guokan Shang Xiao Fei Giannis Nikolentzos Hadi Abdine Iakovos Evdaimon Michail Chatzianastasis Giorgos Stamou Michalis Vazirgiannis 70 1 0 25 Oct 2024
Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation Leonardo F. R. Ribeiro Jonas Pfeiffer Yue Zhang Iryna Gurevych 62 11 0 08 Sep 2021
Semantic Representation for Dialogue Modeling Xuefeng Bai Yulong Chen Linfeng Song Yue Zhang 120 53 0 21 May 2021
Structural Adapters in Pretrained Language Models for AMR-to-text Generation Leonardo F. R. Ribeiro Yue Zhang Iryna Gurevych 71 71 0 16 Mar 2021
Structural Information Preserving for Graph-to-Text Generation Linfeng Song Ante Wang Jinsong Su Yue Zhang Kun Xu Yubin Ge Dong Yu 68 53 0 12 Feb 2021
Promoting Graph Awareness in Linearized Graph-to-Text Generation Alexander Miserlis Hoyle Ana Marasović Noah A. Smith AI4CE 58 31 0 31 Dec 2020
Conversational Semantic Parsing for Dialog State Tracking Jianpeng Cheng Devang Agrawal Héctor Martínez Alonso Shruti Bhargava Joris Driesen ... Dhivya Piraviperumal Jason D. Williams Hong-ye Yu Diarmuid Ó Séaghdha Anders Johannsen 153 59 0 24 Oct 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 60 202 0 06 Jul 2020
Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs Martin Schmitt Leonardo F. R. Ribeiro Philipp Dufter Iryna Gurevych Hinrich Schütze GNN 38 8 0 16 Jun 2020
Text-to-Text Pre-Training for Data-to-Text Tasks Mihir Kale Abhinav Rastogi AI4CE 63 202 0 21 May 2020
GPT-too: A language-model-first approach for AMR-to-text generation Manuel Mager Ramón Fernández Astudillo Tahira Naseem Md Arafat Sultan Young-Suk Lee Radu Florian Salim Roukos 69 100 0 18 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 164 2,435 0 23 Apr 2020
AMR Parsing via Graph-Sequence Iterative Inference Deng Cai Wai Lam GNN 60 116 0 12 Apr 2020
BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam Dipanjan Das Ankur P. Parikh 103 1,503 0 09 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 73 89 0 08 Apr 2020
Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs Leonardo F. R. Ribeiro Yue Zhang Claire Gardent Iryna Gurevych 41 72 0 29 Jan 2020
Graph Transformer for Graph-to-Sequence Learning Deng Cai W. Lam 77 225 0 18 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 264 10,861 0 29 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 485 20,342 0 23 Oct 2019
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases Tao Yu Rui Zhang H. Er Suyi Li Eric Xue ... Vincent Zhang Caiming Xiong R. Socher Walter S. Lasecki Dragomir R. Radev 52 234 0 11 Sep 2019
Entity, Relation, and Event Extraction with Contextualized Span Representations David Wadden Ulme Wennberg Yi Luan Hannaneh Hajishirzi 74 590 0 08 Sep 2019
MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover Distance Wei Zhao Maxime Peyrard Fei Liu Yang Gao Christian M. Meyer Steffen Eger 187 602 0 05 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 576 2,677 0 03 Sep 2019
Enhancing AMR-to-Text Generation with Dual Graph Representations Leonardo F. R. Ribeiro Claire Gardent Iryna Gurevych 53 62 0 01 Sep 2019
Modeling Graph Structure in Transformer for Better AMR-to-Text Generation Jiehan Zhu Junhui Li Muhua Zhu Longhua Qian Min Zhang Guodong Zhou 64 102 0 31 Aug 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 85 143 0 23 Aug 2019
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning Zhijiang Guo Yan Zhang Zhiyang Teng Wei Lu GNN 74 130 0 16 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 686 24,557 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 236 8,451 0 19 Jun 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Antoine Bosselut Hannah Rashkin Maarten Sap Chaitanya Malaviya Asli Celikyilmaz Yejin Choi 82 912 0 12 Jun 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 274 2,323 0 02 May 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 357 5,868 0 21 Apr 2019
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation Amit Moryossef Yoav Goldberg Ido Dagan 60 184 0 06 Apr 2019
Text Generation from Knowledge Graphs with Graph Transformers Rik Koncel-Kedziorski Dhanush Bekal Yi Luan Mirella Lapata Hannaneh Hajishirzi 70 327 0 04 Apr 2019
Structural Neural Encoders for AMR-to-text Generation Marco Damonte Shay B. Cohen 80 71 0 27 Mar 2019
Deep Graph Convolutional Encoders for Structured Data to Text Generation Diego Marcheggiani Laura Perez-Beltrachini GNN 45 122 0 23 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction Yi Luan Luheng He Mari Ostendorf Hannaneh Hajishirzi 116 685 0 29 Aug 2018
Graph-to-Sequence Learning using Gated Graph Neural Networks Daniel Beck Gholamreza Haffari Trevor Cohn GNN 69 325 0 26 Jun 2018
A Graph-to-Sequence Model for AMR-to-Text Generation Linfeng Song Yue Zhang Zhiguo Wang D. Gildea GNN AIMat 103 254 0 07 May 2018
Construction of the Literature Graph in Semantic Scholar Bridger Waleed Ammar Dirk Groeneveld Chandra Bhagavatula Iz Beltagy Miles Crawford ... Lucy Lu Wang Christopher Wilhelm Zheng Yuan Madeleine van Zuylen Oren Etzioni GNN 76 396 0 06 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,200 0 20 Apr 2018
Neural Wikipedian: Generating Textual Summaries from Knowledge Base Triples Pavlos Vougiouklis Hady ElSahar Lucie-Aimée Kaffee Christophe Gravier F. Laforest Jonathon S. Hare Elena Simperl 53 68 0 01 Nov 2017
Challenges in Data-to-Document Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 188 591 0 25 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 789 132,454 0 12 Jun 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 514 15,331 0 07 Jun 2017
Neural AMR: Sequence-to-Sequence Models for Parsing and Generation Ioannis Konstas Srini Iyer Mark Yatskar Yejin Choi Luke Zettlemoyer AIMat 59 304 0 26 Apr 2017
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation Jasmijn Bastings Ivan Titov Wilker Aziz Diego Marcheggiani K. Simaán GNN 101 491 0 15 Apr 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 128 825 0 29 Mar 2017
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task Danqi Chen Jason Bolton Christopher D. Manning ELM 85 571 0 09 Jun 2016