Document Automation Architectures: Updated Survey in Light of Large Language Models

18 August 2023

Mohammad Ahmadi Achachlouei

Papers citing "Document Automation Architectures: Updated Survey in Light of Large Language Models"

24 / 24 papers shown

Title
Structured prompt interrogation and recursive extraction of semantics (SPIRES): A method for populating knowledge bases using zero-shot learning J. H. Caufield Harshad B. Hegde Vincent Emonet N. Harris marcin p. joachimiak ... Sierra A T Moxon Justin P Reese M. Haendel Peter N. Robinson Christopher J. Mungall 76 87 0 05 Apr 2023
GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models Tyna Eloundou Sam Manning Pamela Mishkin Daniel Rock ELM 64 400 0 17 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,748 0 15 Mar 2023
Toolformer: Language Models Can Teach Themselves to Use Tools Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 164 1,766 0 09 Feb 2023
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue Zhi Chen Yuncong Liu Lu Chen Su Zhu Mengyue Wu Kai Yu 73 13 0 10 Sep 2022
Document Automation Architectures and Technologies: A Survey Mohammad Ahmadi Achachlouei Omkar Patil Tarun Joshi V. Nair AI4CE 40 6 0 23 Sep 2021
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models Junyi Li Tianyi Tang Wayne Xin Zhao Zhicheng Wei N. Yuan Ji-Rong Wen 73 48 0 03 Jun 2021
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao Ji-Rong Wen LM&MA VLM SyDa 100 188 0 21 May 2021
Tax Knowledge Graph for a Smarter and More Personalized TurboTax Jay Yu K. McCluskey Saikat Mukherjee MLAU 32 6 0 13 Sep 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 880 42,379 0 28 May 2020
Text-to-Text Pre-Training for Data-to-Text Tasks Mihir Kale Abhinav Rastogi AI4CE 61 202 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
ToTTo: A Controlled Table-To-Text Generation Dataset Ankur P. Parikh Xuezhi Wang Sebastian Gehrmann Manaal Faruqui Bhuwan Dhingra Diyi Yang Dipanjan Das LMTD 101 368 0 29 Apr 2020
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 20,317 0 23 Oct 2019
Evaluating the State-of-the-Art of End-to-End Natural Language Generation: The E2E NLG Challenge Ondrej Dusek Jekaterina Novikova Verena Rieser ELM 93 232 0 23 Jan 2019
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
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 787 132,454 0 12 Jun 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
Context-aware Natural Language Generation with Recurrent Neural Networks Jian Tang Yifan Yang Samuel Carton Ming Zhang Qiaozhu Mei 67 67 0 29 Nov 2016
Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings Ondrej Dusek Filip Jurcícek 60 187 0 17 Jun 2016
Generative Concatenative Nets Jointly Learn to Write and Classify Reviews Zachary Chase Lipton Sharad Vikram Julian McAuley BDL 103 33 0 11 Nov 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 446 20,590 0 10 Sep 2014