Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation

29 March 2017

Papers citing "Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation"

50 / 78 papers shown

Title
Natural Language Generation in Healthcare: A Review of Methods and Applications Mengxian Lyu Xiaohan Li Ziyi Chen Jinqian Pan Cheng Peng Sankalp Talankar Yonghui Wu LM&MA 44 0 0 07 May 2025
Natural Language Generation Emiel van Miltenburg Chenghua Lin 41 2 0 20 Mar 2025
Leveraging Large Language Models for Building Interpretable Rule-Based Data-to-Text Systems Jędrzej Warczyński Mateusz Lango Ondrej Dusek 36 0 0 28 Feb 2025
YouLeQD: Decoding the Cognitive Complexity of Questions and Engagement in Online Educational Videos from Learners' Perspectives Nong Ming Sachin Sharma Jiho Noh AI4Ed 44 0 0 20 Jan 2025
GraphXAIN: Narratives to Explain Graph Neural Networks Mateusz Cedro David Martens 47 0 0 04 Nov 2024
Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage Md. Rafi Ur Rashid Jing Liu T. Koike-Akino Shagufta Mehnaz Ye Wang MU SILM 40 3 0 30 Aug 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 37 9 0 19 Jul 2024
CoCo Matrix: Taxonomy of Cognitive Contributions in Co-writing with Intelligent Agents Ruyuan Wan Simret Gebreegziabhe Toby Jia-Jun Li Karla A. Badillo-Urquiola 36 2 0 21 May 2024
Intrinsic Task-based Evaluation for Referring Expression Generation Guanyi Chen F. Same Kees van Deemter 18 0 0 12 Feb 2024
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao-quan Song Chiwun Yang 24 15 0 05 Oct 2023
Schema-Driven Actionable Insight Generation and Smart Recommendation Allmin Pradhap Singh Susaiyah Aki Härmä M. Petković 14 0 0 24 Jul 2023
Process-To-Text: A Framework for the Quantitative Description of Processes in Natural Language Yago Fontenla-Seco Alberto Bugarín-Diz Manuel Lama 20 5 0 23 May 2023
A Survey on Event-based News Narrative Extraction Brian Felipe Keith Norambuena Tanushree Mitra Chris North 16 20 0 16 Feb 2023
Beyond Statistical Similarity: Rethinking Metrics for Deep Generative Models in Engineering Design Lyle Regenwetter Akash Srivastava Dan Gutfreund Faez Ahmed 16 28 0 06 Feb 2023
Improving Open-Domain Dialogue Evaluation with a Causal Inference Model Cat P. Le Luke Dai Michael Johnston Yang Liu M. Walker R. Ghanadan ELM 19 10 0 31 Jan 2023
A data science and machine learning approach to continuous analysis of Shakespeare's plays Charles F. Swisher L. Shamir 21 3 0 15 Jan 2023
A survey on text generation using generative adversarial networks Gustavo de Rosa João Paulo Papa GAN 24 87 0 20 Dec 2022
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation Swarnadeep Saha Xinyan Velocity Yu Mohit Bansal Ramakanth Pasunuru Asli Celikyilmaz ReLM LRM 19 10 0 16 Dec 2022
Generative Transformers for Design Concept Generation Qihao Zhu Jianxi Luo AI4CE 13 48 0 07 Nov 2022
Searching for a higher power in the human evaluation of MT Johnny Tian-Zheng Wei Tom Kocmi C. Federmann 16 6 0 20 Oct 2022
Machine Generated Text: A Comprehensive Survey of Threat Models and Detection Methods Evan Crothers Nathalie Japkowicz H. Viktor DeLMO 35 107 0 13 Oct 2022
Assessing Neural Referential Form Selectors on a Realistic Multilingual Dataset Guanyi Chen F. Same Kees van Deemter 18 0 0 10 Oct 2022
Comparing Computational Architectures for Automated Journalism Yan Sym João Gabriel Moura Campos M. M. José Fabio Gagliardi Cozman 26 0 0 08 Oct 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 29 10 0 25 Jul 2022
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting Thierry Desot François Portet Michel Vacher 25 12 0 17 Jul 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
Automatic question generation based on sentence structure analysis using machine learning approach Miroslav Blšták Viera Rozinajová 19 17 0 25 May 2022
Computational Storytelling and Emotions: A Survey Yusuke Mori Hiroaki Yamane Yusuke Mukuta Tatsuya Harada 35 2 0 23 May 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 16 33 0 30 Mar 2022
Non-neural Models Matter: A Re-evaluation of Neural Referring Expression Generation Systems F. Same Guanyi Chen Kees van Deemter 18 12 0 15 Mar 2022
IndicNLG Benchmark: Multilingual Datasets for Diverse NLG Tasks in Indic Languages Aman Kumar Himani Shrotriya P. Sahu Raj Dabre Ratish Puduppully Anoop Kunchukuttan Amogh Mishra Mitesh M. Khapra Pratyush Kumar 38 38 0 10 Mar 2022
Data-to-text Generation with Variational Sequential Planning Ratish Puduppully Yao Fu Mirella Lapata 48 21 0 28 Feb 2022
Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review Kyle Hamilton Aparna Nayak Bojan Bozic Luca Longo NAI 29 57 0 24 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 40 2,232 0 08 Feb 2022
Language Generation for Broad-Coverage, Explainable Cognitive Systems M. McShane Ivan Leon 27 2 0 25 Jan 2022
A Survey of Natural Language Generation Chenhe Dong Yinghui Li Haifan Gong M. Chen Junxin Li Ying Shen Min Yang 3DV 24 43 0 22 Dec 2021
DB-BERT: a Database Tuning Tool that "Reads the Manual" Immanuel Trummer 22 61 0 21 Dec 2021
May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation Sanghyuk Choi J. Hwang Hyungjong Noh Yeonsoo Lee 18 3 0 20 Dec 2021
How much do language models copy from their training data? Evaluating linguistic novelty in text generation using RAVEN R. Thomas McCoy P. Smolensky Tal Linzen Jianfeng Gao Asli Celikyilmaz SyDa 19 119 0 18 Nov 2021
Document Automation Architectures and Technologies: A Survey Mohammad Ahmadi Achachlouei Omkar Patil Tarun Joshi V. Nair AI4CE 20 6 0 23 Sep 2021
AutoChart: A Dataset for Chart-to-Text Generation Task Jiawen Zhu Jinye Ran Roy Ka-Wei Lee Kenny Choo Zhi Li 25 15 0 16 Aug 2021
Continual Learning for Grounded Instruction Generation by Observing Human Following Behavior Noriyuki Kojima Alane Suhr Yoav Artzi 25 24 0 10 Aug 2021
Logic-Consistency Text Generation from Semantic Parses Chang Shu Yusen Zhang Xiangyu Dong Peng Shi Tao Yu Rui Zhang 24 34 0 02 Aug 2021
An Evaluation of Generative Pre-Training Model-based Therapy Chatbot for Caregivers Lu Wang Munif Ishad Mujib Jake Williams G. Demiris Jina Huh-Yoo AI4MH 19 32 0 28 Jul 2021
Scientia Potentia Est -- On the Role of Knowledge in Computational Argumentation Anne Lauscher Henning Wachsmuth Iryna Gurevych Goran Glavavs 25 31 0 01 Jul 2021
W-RST: Towards a Weighted RST-style Discourse Framework Patrick Huber Wen Xiao Giuseppe Carenini 24 3 0 04 Jun 2021
e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks Maxime Kayser Oana-Maria Camburu Leonard Salewski Cornelius Emde Virginie Do Zeynep Akata Thomas Lukasiewicz VLM 23 100 0 08 May 2021
Natural Language Generation Using Link Grammar for General Conversational Intelligence Vignav Ramesh Anton Kolonin 13 2 0 19 Apr 2021
Learning to Reason for Text Generation from Scientific Tables N. Moosavi Andreas Rucklé Dan Roth Iryna Gurevych LMTD LRM 16 20 0 16 Apr 2021
Constrained Text Generation with Global Guidance -- Case Study on CommonGen Yixian Liu Liwen Zhang Wenjuan Han Yue Zhang Kewei Tu 33 9 0 12 Mar 2021