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 / 64 papers shown

Title
Natural Language Generation Emiel van Miltenburg Chenghua Lin 51 2 0 20 Mar 2025
Leveraging Large Language Models for Building Interpretable Rule-Based Data-to-Text Systems Jędrzej Warczyński Mateusz Lango Ondrej Dusek 56 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 77 0 0 20 Jan 2025
GraphXAIN: Narratives to Explain Graph Neural Networks Mateusz Cedro David Martens 100 0 0 04 Nov 2024
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 90 15 0 11 Jun 2022
Affective Neural Response Generation Nabiha Asghar Pascal Poupart Jesse Hoey Xin Jiang Lili Mou KELM 95 154 0 12 Sep 2017
Really? Well. Apparently Bootstrapping Improves the Performance of Sarcasm and Nastiness Classifiers for Online Dialogue S. Lukin M. Walker 25 88 0 29 Aug 2017
Controlling Linguistic Style Aspects in Neural Language Generation Jessica Ficler Yoav Goldberg 51 330 0 09 Jul 2017
Affect-LM: A Neural Language Model for Customizable Affective Text Generation Sayan Ghosh Mathieu Chollet Eugene Laksana Louis-Philippe Morency Stefan Scherer KELM CVBM 34 190 0 22 Apr 2017
Toward Controlled Generation of Text Zhiting Hu Zichao Yang Xiaodan Liang Ruslan Salakhutdinov Eric Xing 139 986 0 02 Mar 2017
Re-evaluating Automatic Metrics for Image Captioning Mert Kilickaya Aykut Erdem Nazli Ikizler-Cinbis Erkut Erdem 46 180 0 22 Dec 2016
Context-aware Natural Language Generation with Recurrent Neural Networks Jian Tang Yifan Yang Samuel Carton Ming Zhang Qiaozhu Mei 47 67 0 29 Nov 2016
Content Selection in Data-to-Text Systems: A Survey Dimitra Gkatzia 3DV 25 19 0 26 Oct 2016
Crowd-sourcing NLG Data: Pictures Elicit Better Data Jekaterina Novikova Oliver Lemon Verena Rieser 31 72 0 01 Aug 2016
SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson Basura Fernando Mark Johnson Stephen Gould EGVM 70 1,901 0 29 Jul 2016
Query-Focused Opinion Summarization for User-Generated Content Lu Wang Hema Raghavan Claire Cardie Vittorio Castelli 48 43 0 17 Jun 2016
Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings Ondrej Dusek Filip Jurcícek 44 187 0 17 Jun 2016
Multi30K: Multilingual English-German Image Descriptions Desmond Elliott Stella Frank K. Simaán Lucia Specia VLM 125 583 0 02 May 2016
Visual Storytelling Ting-Hao 'Kenneth' Huang Huang Francis Ferraro N. Mostafazadeh Ishan Misra ... C. L. Zitnick Devi Parikh Lucy Vanderwende Michel Galley Margaret Mitchell VGen 53 470 0 13 Apr 2016
Generating Visual Explanations Lisa Anne Hendricks Zeynep Akata Marcus Rohrbach Jeff Donahue Bernt Schiele Trevor Darrell VLM FAtt 72 620 0 28 Mar 2016
Neural Text Generation from Structured Data with Application to the Biography Domain R. Lebret David Grangier Michael Auli 32 45 0 24 Mar 2016
A Persona-Based Neural Conversation Model Jiwei Li Michel Galley Chris Brockett Georgios P. Spithourakis Jianfeng Gao W. Dolan 92 1,036 0 19 Mar 2016
Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures Raffaella Bernardi Ruken Cakici Desmond Elliott Aykut Erdem Erkut Erdem Nazli Ikizler-Cinbis Frank Keller A. Muscat Barbara Plank EGVM VLM 56 363 0 15 Jan 2016
Write a Classifier: Predicting Visual Classifiers from Unstructured Text Mohamed Elhoseiny Ahmed Elgammal Babak Saleh 67 41 0 31 Dec 2015
DenseCap: Fully Convolutional Localization Networks for Dense Captioning Justin Johnson A. Karpathy Li Fei-Fei VLM 117 1,165 0 24 Nov 2015
Multi-task Sequence to Sequence Learning Minh-Thang Luong Quoc V. Le Ilya Sutskever Oriol Vinyals Lukasz Kaiser AIMat 96 807 0 19 Nov 2015
Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data Lisa Anne Hendricks Subhashini Venugopalan Marcus Rohrbach Raymond J. Mooney Kate Saenko Trevor Darrell CoGe 47 284 0 17 Nov 2015
Generative Concatenative Nets Jointly Learn to Write and Classify Reviews Zachary Chase Lipton Sharad Vikram Julian McAuley BDL 44 32 0 11 Nov 2015
Generation and Comprehension of Unambiguous Object Descriptions Junhua Mao Jonathan Huang Alexander Toshev Oana-Maria Camburu Alan Yuille Kevin Patrick Murphy ObjD 99 1,335 0 07 Nov 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 79 1,131 0 02 Oct 2015
What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment Hongyuan Mei Joey Tianyi Zhou Matthew R. Walter 49 289 0 02 Sep 2015
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic Pei-hao Su David Vandyke S. Young 95 948 0 07 Aug 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 126 1,752 0 17 Jul 2015
A Survey of Current Datasets for Vision and Language Research Francis Ferraro N. Mostafazadeh Ting-Hao 'Kenneth' Huang Huang Lucy Vanderwende Jacob Devlin Michel Galley Margaret Mitchell VLM 45 74 0 23 Jun 2015
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses Alessandro Sordoni Michel Galley Michael Auli Chris Brockett Yangfeng Ji Margaret Mitchell Jian-Yun Nie Jianfeng Gao W. Dolan 78 905 0 22 Jun 2015
Exploring Nearest Neighbor Approaches for Image Captioning Jacob Devlin Saurabh Gupta Ross B. Girshick Margaret Mitchell C. L. Zitnick 60 195 0 17 May 2015
Language Models for Image Captioning: The Quirks and What Works Jacob Devlin Hao Cheng Hao Fang Saurabh Gupta Li Deng Xiaodong He Geoffrey Zweig Margaret Mitchell 46 281 0 07 May 2015
Ask Your Neurons: A Neural-based Approach to Answering Questions about Images Mateusz Malinowski Marcus Rohrbach Mario Fritz 100 597 0 05 May 2015
Sequence to Sequence -- Video to Text Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko 102 1,417 0 03 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 155 5,421 0 03 May 2015
Learning like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images Junhua Mao Xu Wei Yi Yang Jiang Wang Zhiheng Huang Alan Yuille 77 154 0 25 Apr 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 294 10,034 0 10 Feb 2015
Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Zhiheng Huang Alan Yuille VLM 128 1,237 0 20 Dec 2014
Translating Videos to Natural Language Using Deep Recurrent Neural Networks Subhashini Venugopalan Huijuan Xu Jeff Donahue Marcus Rohrbach Raymond J. Mooney Kate Saenko 101 951 0 15 Dec 2014
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 70 5,569 0 07 Dec 2014
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 229 4,451 0 20 Nov 2014
From Captions to Visual Concepts and Back Hao Fang Saurabh Gupta F. Iandola R. Srivastava Li Deng ... Xiaodong He Margaret Mitchell John C. Platt C. L. Zitnick Geoffrey Zweig VLM 72 1,310 0 18 Nov 2014
Linguistic Descriptions for Automatic Generation of Textual Short-Term Weather Forecasts on Real Prediction Data A. Ramos-Soto Alberto Bugarín-Diz S. Barro J. Taboada 34 103 0 18 Nov 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 194 6,009 0 17 Nov 2014
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 127 6,046 0 17 Nov 2014