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

Gatt, Albert, Krahmer, Emiel·2018·Journal of Artificial Intelligence Research

Cites (554)

Items 401–554 of 554

  1. SimpleNLG-IT: adapting SimpleNLG to Italian
    Alessandro Mazzei, Cristina Battaglino, Cristina Bosco · 2016 · International Natural Language Generation Conference (INLG)
  2. Imitation learning for language generation from unaligned data
    Γεράσιμος Λάμπουρας, Andreas Vlachos · 2016 · White Rose Research Online (University of Leeds, The University of Sheffield, University of York)
  3. Training a Natural Language Generator From Unaligned Data
    Ondřej Dušek, Filip Jurčíček · 2015
  4. Hierarchical Reinforcement Learning and Hidden Markov Models for Task-Oriented Natural Language Generation
    Nina Dethlefs, Heriberto Cuayáhuitl · 2011
  5. Pipelines and Size Constraints
    Ehud Reiter · 2000 · Computational Linguistics
  6. A Distributed Representation Based Query Expansion Approach for Image Captioning
    Semih Yagcioglu, Erkut Erdem, Aykut Erdem, Ruket Çakıcı · 2015
  7. Linguistic realisation as machine translation: Comparing different MT models for AMR-to-text generation
    Thiago Castro Ferreira, Iacer Calixto, Sander Wubben, Emiel Krahmer · 2017 · International Conference on Natural Language Generation
  8. Natural Language Generation in Interactive Systems
    Anja Belz, Helen Hastie · 2014 · Cambridge University Press eBooks
  9. Text revision: A model and its implementation
    Kentaro Inui, Takenobu Tokunaga, Hozumi Tanaka · 1992 · Lecture notes in computer science
  10. A computational theory of prose style for natural language generation
    David D. McDonald, James D. Pustejovsky · 1985 · Conference of the European Chapter of the Association for Computational Linguistics
  11. Introducing shared task evaluation to NLG : The TUNA shared task evaluation challenges
    Albert Gatt A, E. Belz, Emiel Krahmer, Mariët Theune · 2010 · Research portal (Tilburg University)
  12. Minimal Dependency Length in Realization Ranking
    Michael White, Rajakrishnan P Rajkumar · 2012
  13. Learning to Interpret and Describe Abstract Scenes
    Luis Gilberto Mateos Ortiz, Clemens Wolff, Mirella Lapata · 2015 · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)
  14. What Makes Writing Good? An Essential Question for Teachers
    April D. Nauman, Terry Stirling, Arlene C. Borthwick · 2011 · The Reading Teacher
  15. The importance of narrative and other lessons from an evaluation of an NLG system that summarises clinical data
    Ehud Reiter, Albert Gatt, François Portet · 2008
  16. Aggregation improves learning
    Barbara Di Eugenio, Davide Fossati, Dan Yu · 2005 · Annual Meeting of the Association for Computational Linguistics (ACL)
  17. Automatic Haiku Generation Using VSM
    Tsan Martin Wong, On Kee Sigma Lee, Hon Wai Chun · 2008
  18. Computational Modeling of Narrative
    Inderjeet Mani · 2012 · Synthesis lectures on human language technologies
  19. Stochastic realisation ranking for a free word order language
    Aoife Cahill, Martin Forst, Christian Röhrer · 2007
  20. A language-independent method for the extraction of RDF verbalization templates
    Basil Ell, Andreas Harth · 2014 · International Natural Language Generation Conference (INLG)
  21. Planning Dialog Actions
    Mark J. Steedman, Ronald P. A. Petrick · 2007 · Annual Meeting of the Special Interest Group on Discourse and Dialogue
  22. Personal storytelling: Using Natural Language Generation for children with complex communication needs, in the wild…
    Nava Tintarev, Ehud Reiter, Rolf Black · 2016 · International Journal of Human-Computer Studies
  23. Generative Concatenative Nets Jointly Learn to Write and Classify Reviews
    Zachary C. Lipton, Sharad Vikram, Julian McAuley · 2015 · arXiv (Cornell University)
  24. Generating Tailored, Comparative Descriptions with Contextually Appropriate Intonation
    Michael White, Robert Alfred Clark, Johanna D. Moore · 2010 · Computational Linguistics
  25. Untitled work
    2016 · arXiv (Cornell University)
  26. Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, EMNLP-CoNLL 2012, July 12-14, 2012, Jeju Island, Korea
    Kenneth Heafield, Philipp Koehn, Arnon Lavie · 2012 · The Association for Computational Linguistics
  27. Generation of Formal and Informal Sentences
    Fadi Abu Sheikha, Diana Zaiu Inkpen · 2011
  28. Classification-Based Generation Using TAG
    Tomasz Marciniak, Michael Strube · 2004 · Lecture notes in computer science
  29. Correlating human and automatic evaluation of a German surface realiser
    Aoife Cahill · 2009
  30. Your Paper has been Accepted, Rejected, or Whatever: Automatic Generation of Scientific Paper Reviews
    Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Fabiano Tarlao · 2016 · Lecture notes in computer science
  31. Adapting SimpleNLG for Brazilian Portuguese realisation
    Rodrigo Cardoso de Oliveira, Somayajulu Gowri Sripada · 2014 · International Natural Language Generation Conference (INLG)
  32. Interacting with Financial Data using Natural Language
    Vassilis Plachouras, Charese Smiley, Hiroko Bretz · 2016 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
  33. Automated Discourse Generation Using Discourse Structure Relations
    Eduard H. Hovy · 1993
  34. Trainable speaker-based referring expression generation
    Giuseppe Di Fabbrizio, Amanda J. Stent, Srinivas Bangalore · 2008
  35. Towards more variation in text generation: Developing and evaluating variation models for choice of referential form
    Thiago Castro Ferreira, Emiel Krahmer, Sander Wubben · 2016 · Annual Meeting of the Association for Computational Linguistics (ACL)
  36. Ordering Events in Interactive Fiction Narratives.
    Nick Montfort · 2007 · National Conference on Artificial Intelligence
  37. Building a large-scale commercial NLG system for an EMR
    Mary Dee Harris · 2008 · International Conference on Natural Language Generation
  38. Discrete vs. Continuous Rating Scales for Language Evaluation in NLP
    Anja Belz, Eric Kow · 2011 · University of Brighton Repository (University of Brighton)
  39. Suregen-2
    Dirk Hüske-Kraus · 2003
  40. An Expert System for the Composition of Formal Spanish Poetry
    Pablo Gervás · 2001 · Springer eBooks
  41. The fingerprint of human referring expressions and their surface realization with graph transducers
    Bernd Bohnet · 2008
  42. Generation of effective referring expressions in situated context
    Konstantina Garoufi, Alexander Koller · 2013 · Language Cognition and Neuroscience
  43. Data-driven sentence generation with non-isomorphic trees
    Miguel Ballesteros, Bernd Bohnet, Simon Mille · 2015 · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)
  44. Engineering Linguistic Creativity: Bird Flight and Jet Planes
    Pablo Gervás · 2010
  45. Evaluating automatic extraction of rules for sentence plan construction
    Amanda J. Stent, Martín Molina · 2009
  46. Hierarchical reinforcement learning for situated natural language generation
    Nina Dethlefs, Heriberto Cuayáhuitl · 2014 · Natural Language Engineering
  47. Improvising Linguistic Style: Social and Affective Bases for Agent Personality
    Marilyn A. Walker, Janet E. Cahn, Stephen Whittaker · 1997 · arXiv (Cornell University)
  48. Question Generation Shared Task and Evaluation Challenge -- Status Report
    Vasile Rus, Brendan Wyse A, Paul Piwek, Mihai C. Lintean, Svetlana Stoyanchev, Cristian Moldovan · 2011 · Natural Language Generation
  49. Further Meta-Evaluation of Broad-Coverage Surface Realization
    Dominic Espinosa, Rajakrishnan P Rajkumar, Michael White, Shoshana Berleant · 2010
  50. Selecting the Content of Textual Descriptions of Geographically Located Events in Spatio-Temporal Weather Data
    Ross Turner, Somayajulu Gowri Sripada, Ehud Reiter, Ian P. Davy · 2007 · Springer eBooks
  51. Comparing rating scales and preference judgements in language evaluation
    Anja Belz, Eric Kow · 2010 · University of Brighton Repository (University of Brighton)
  52. Emotional Variation in Speech-Based Natural Language Generation
    Michael Fleischman, Eduard H. Hovy · 2002 · Natural Language Generation
  53. Issues in the choice of a source for natural language generation
    David D. McDonald · 1993
  54. Clausal coordination and coordinative ellipsis in a model of the speaker
    Gerard Kempen · 2009 · Linguistics
  55. What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment
    Hongyuan Mei, Mohit Bansal, Matthew R. Walter · 2015 · arXiv (Cornell University)
  56. Adapting SimpleNLG to German
    Marcel Bollmann · 2011
  57. Where do Phrases Come from: Some Preliminary Experiments in Connectionist Phrase Generation
    Karen Kukich · 1987 · Natural Language Generation
  58. Capturing the interaction between aggregation and text planning in two generation systems
    Hua Nong Cheng, Chris Mellish · 2000
  59. Instance-based natural language generation
    Sebastian Varges, Chris Mellish · 2010 · Natural Language Engineering
  60. When Is Tutorial Dialogue More Effective Than Step-Based Tutoring?
    Min Chi, Pamela Jordan, Kurt A. VanLehn · 2014 · Lecture notes in computer science
  61. Generating Multi-sentence Natural Language Descriptions of Indoor Scenes
    Dahua Lin, Sanja Fidler, Chen Kong · 2015 · British Machine Vision Conference (BMVC)
  62. An Annotated Bibliography of Affective Natural Language Generation
    Paul Paul, Piwek · 2002
  63. The KBGen Challenge
    Eva Banik, Claire Gardent, Eric Kow · 2013
  64. Towards Empirical Evaluation of Affective Tactical NLG
    Ielka van der Sluis, Chris Mellish · 2010 · Lecture notes in computer science
  65. Varieties of Question Generation: Introduction to this Special Issue
    Paul Piwek, Kristy Elizabeth Boyer · 2012 · Open Research Online - ORO (The Open University)
  66. Story Generator Algorithms
    Pablo Gervás · 2014 · De Gruyter eBooks
  67. Generating Numerical Approximations
    Richard Power, Sandra Williams · 2011 · Computational Linguistics
  68. From the Virtual to the RealWorld: Referring to Objects in Real-World Spatial Scenes
    Dimitra Gkatzia, Verena Rieser, Phil Bartie · 2015 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
  69. Murder in the Arboretum: Comparing Character Models to Personality Models
    Marilyn Walker, Grace I. Lin, Jennifer Sawyer · 2011 · Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment
  70. What is NLG
    Roger Evans, Paul Piwek, Lynne J. Cahill · 2002 · International Conference on Natural Language Generation
  71. Do the right thing . . . but expect the unexpected
    Jon Oberlander · 1998
  72. Content Selection in Data-to-Text Systems: A Survey
    Dimitra Gkatzia · 2016 · arXiv (Cornell University)
  73. Learning to Order Facts for Discourse Planning in Natural Language Generation
    Aggeliki Dimitromanolaki, Ion Androutsopoulos · 2003 · arXiv (Cornell University)
  74. Generating Automated News to Explain the Meaning of Sensor Data
    Martín Molina, Amanda J. Stent, Enrique Parodi · 2011 · Lecture notes in computer science
  75. The Development of a Natural Language Generation System for Personalized e-Health Information
    Chrysanne DiMarco, HDominic Covvey, Donald Cowan · 2007 · Medinfo 2007: Proceedings of the 12th World Congress on Health (Medical) Informatics; Building Sustainable Health Systems
  76. Context‐Sensitive Natural Language Generation: From Knowledge‐Driven to Data‐Driven Techniques
    Nina Dethlefs · 2014 · Language and Linguistics Compass
  77. Generating clausal coordinate ellipsis multilingually
    Karin Harbusch, Gerard Kempen · 2009
  78. Generating with Discourse Combinatory Categorial Grammar
    Crystal Nakatsu, Michael White · 2010 · Linguistic Issues in Language Technology
  79. A Statistical, Grammar-Based Approach to Microplanning
    Claire Gardent, Laura Perez-Beltrachini · 2016 · Computational Linguistics
  80. Natural Language Generation through Character-based RNNs with Finite-state Prior Knowledge
    Raghav Goyal, Marc Dymetman, Éric Gaussier · 2016 · International Conference on Computational Linguistics
  81. Affect-LM: A Neural Language Model for Customizable Affective Text Generation
    Sayan Ghosh, Mathieu Chollet, Eugene Laksana, Louis‐Philippe Morency, Stefan J. Scherer · 2017 · arXiv (Cornell University)
  82. Emotionally Driven Natural Language Generation for Personality Rich Characters in Interactive Games
    Christina R. Strong, Manish Mehta, Kinshuk Mishra · 2007 · Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment
  83. Performing aggregation and ellipsis using discourse structures
    Mariët Theune, Feikje Hielkema, Petra Hendriks · 2007 · Research on Language and Computation
  84. Adaptive Information Presentation for Spoken Dialogue Systems: Evaluation with real users
    Verena Rieser, Simon Keizer, Oliver Lemon, Xingkun Liu · 2011 · Natural Language Generation
  85. Surface Realisation from Knowledge-Bases
    Bikash Gyawali, Claire Gardent · 2014 · Annual Meeting of the Association for Computational Linguistics (ACL)
  86. Evaluation of an NLG System using Post-Edit Data: Lessons Learnt.
    Somayajulu Gowri Sripada, Ehud Reiter, Lezan Hawizy · 2005 · Natural Language Generation
  87. The GRUVE Challenge: Generating Routes under Uncertainty in Virtual Environments
    Srini Janarthanam, Oliver Lemon · 2011
  88. Better Surface Realization through Psycholinguistics
    Rajakrishnan P Rajkumar, Michael White · 2014 · Language and Linguistics Compass
  89. An algorithm for generating referential descriptions with flexible interfaces
    Helmut Horacek · 1997 · Conference of the European Chapter of the Association for Computational Linguistics
  90. Has a Consensus NL Generation Architecture Appeared, and is it Psycholinguistically Plausible?
    Ehud Reiter · 1994 · arXiv (Cornell University)
  91. Planning‐Based Models of Natural Language Generation
    Konstantina Garoufi · 2014 · Language and Linguistics Compass
  92. Natural Language Generation
    Anja Belz, Roger Evans, Paul Piwek · 2004 · Lecture notes in computer science
  93. Generating Paraphrases from DBPedia using Deep Learning
    Amin Sleimi, Claire Gardent · 2016
  94. Aligning Texts and Knowledge Bases with Semantic Sentence Simplification
    Yassine Mrabet, Pavlos Vougiouklis, Halil Kilicoglu · 2016
  95. A revision-based generation architecture for reporting facts in their historical context
    2015 · Bloomsbury Academic eBooks
  96. Evaluation in Natural Language Generation: Lessons from Referring Expression Generation
    Jette Viethen, Robert Dale · 2007
  97. Tense and aspect assignment in narrative discourse
    David K. Elson, Kathleen R. McKeown · 2010
  98. Generating politeness in task based interaction
    Swati Gupta, Marilyn Walker, Daniela Maria Romano · 2007
  99. Natural Language Generation for dialogue: system survey
    Mariët Theune · 2003 · University of Twente Research Information
  100. Towards NLG for Physiological Data Monitoring with Body Area Networks
    Hadi Banaee, Mobyen Uddin Ahmed, Amy Loutfi · 2013
  101. Domain-Specific Image Captioning
    Rebecca Mason, Eugene Charniak D · 2014 · Conference on Computational Natural Language Learning
  102. A Pattern-Based Model for Generating Text to Express Emotion
    Fazel Keshtkar, Diana Zaiu Inkpen · 2011 · Lecture notes in computer science
  103. The Imagined Moment: Time, Narrative, and Computation
    Inderjeet Mani · 2010 · Project Muse (Johns Hopkins University)
  104. Selecting tense aspect and connecting words in language generation
    Bonnie Jean Dorr, Terry Gaasterland · 1995
  105. Using Integer Linear Programming in Concept-to-Text Generation to Produce More Compact Texts
    Γεράσιμος Λάμπουρας, Ion Androutsopoulos · 2013
  106. Multi-Resolution Language Grounding with Weak Supervision
    Rik Koncel-Kedziorski, Hannaneh Hajishirzi, Ali Farhadi · 2014 · Conference on Empirical Methods in Natural Language Processing (EMNLP)
  107. Evaluating Human Pairwise Preference Judgments
    Mark Dras · 2015 · Computational Linguistics
  108. Tag2Blog: Narrative Generation from Satellite Tag Data
    Kapila Ponnamperuma, Advaith Siddharthan, Cheng Zeng · 2013
  109. Generating Image Descriptions with Gold Standard Visual Inputs: Motivation, Evaluation and Baselines
    Josiah Wang, Robert Gaizauskas · 2015
  110. Distributed Divergent Creativity: Computational Creative Agents at Web Scale
    Tony Veale, Guofu Li · 2015 · Cognitive Computation
  111. Can we Evaluate the Quality of Generated Text?
    David Hardcastle, Donia Scott · 2008 · Language Resources and Evaluation Conference (LREC)
  112. Assessing the influence of personal preferences on the choice of vocabulary for natural language generation
    Raquel Hervás, Virginia Francisco, Pablo Gervás · 2013 · Information Processing & Management
  113. Combining Referring Expression Generation and Surface Realization: A Corpus-Based Investigation of Architectures
    Sina Zarrieß, Jonas Kuhn · 2013 · PUB – Publications at Bielefeld University (Bielefeld University)
  114. Summarising News Stories for Children
    Iain Macdonald, Advaith Siddharthan · 2016 · International Natural Language Generation Conference (INLG)
  115. Designing Algorithms for Referring with Proper Names
    Kees van Deemter · 2016 · International Natural Language Generation Conference (INLG)
  116. A system for evaluating novelty in computer generated narratives
    Rafael Pérez y Pérez, Otoniel Ortiz, Wulfrano Luna · 2011 · ICCC
  117. Towards an Abstractive Opinion Summarisation of Multiple Reviews in the Tourism Domain
    Cyril Labbé, François Portet · 2012
  118. Offline Sentence Processing Measures for testing Readability with Users
    Advaith Siddharthan, Napoleon Katsos · 2012
  119. Linguistically Motivated Complementizer Choice in Surface Realization
    Rajakrishnan P Rajkumar, Michael White · 2011
  120. Getting the environmental information across: from the Web to the user
    Leo Wanner, Harald Bosch, Nadjet Bouayad‐Agha et al. · 2014 · Expert Systems
  121. Preventing false temporal implicatures
    Jon Oberlander, Alex Lascarides · 1992 · International Conference on Computational Linguistics
  122. Once More, With Feeling! Using Creative Affective Metaphors to Express Information Needs
    Tony Veale · 2013
  123. Generating effective referring expressions using charts
    Nikolaos Engonopoulos, Alexander Koller · 2014
  124. Learning to name objects
    Vicente Ordóñez, Wei J. Liu, Jia Hao Deng · 2016 · Communications of the ACM
  125. POLLy: A Conversational System that uses a Shared Representation to Generate Action and Social Language.
    Swati Gupta, Marilyn A. Walker, Daniela Maria Romano · 2008 · International Joint Conference on Natural Language Processing
  126. The symbol grounding problem
    Luciano Floridi · 2011 · Oxford University Press eBooks
  127. Collecting Reliable Human Judgements on Machine-Generated Language: The Case of the QG-STEC Data
    Keith Godwin, Paul Piwek · 2016 · International Natural Language Generation Conference (INLG)
  128. Generating Tailored, Comparative Descriptions with Contextually Appropriate Intonation
    Michael White, Robert Alfred Clark, Johanna D. Moore · 2010 · Computational Linguistics
  129. Generating Subjective Responses to Opinionated Articles in Social Media: An Agenda-Driven Architecture and a Turing-Like Test
    Tomer Cagan, Stefan L. Frank, Reut Tsarfaty · 2014
  130. Suregen-2: a shell system for the generation of clinical documents.
    Dirk Kraus · 2003 · Conference of the European Chapter of the Association for Computational Linguistics
  131. Multiple Adjunction in Feature-Based Tree-Adjoining Grammar
    Claire Gardent, Shashi Narayan · 2015 · Computational Linguistics
  132. The aNALoGuE Challenge: Non Aligned Language GEneration
    Jekaterina Novikova, Verena Rieser · 2016 · International Natural Language Generation Conference (INLG)
  133. Generating flexible proper name references in text: Data, models and evaluation
    Thiago Castro Ferreira, Emiel Krahmer, Sander Wubben · 2017
  134. Blogging birds: Generating narratives about reintroduced species to promote public engagement
    Advaith Siddharthan, Matthew W. Green, Kees van Deemter · 2012 · Aberdeen University Research Archive (Aberdeen University)
  135. The hyperonym problem revisited
    Manfred Stede · 2000
  136. Generating Descriptions of Spatial Relations between Objects in Images
    Adrian Muscat, Anja Belz · 2015
  137. An Annotated Bibliography of Affective Natural Language Generation
    Paul Piwek · 2003
  138. Predicting Changes in Level of Abstraction in Tutor Responses to Students
    Michael Lipschultz, Diane J. Litman, Pamela Jordan, Sandra Katz · 2011 · D-Scholarship@Pitt (University of Pittsburgh)
  139. Overview of the First Content Selection Challenge from Open Semantic Web Data
    Nadjet Bouayad‐Agha, Gerard Casamayor, Leo Wanner · 2013
  140. Reading Times Predict the Quality of Generated Text Above and Beyond Human Ratings
    Zarrieß, Sina, Loth, Sebastian, Schlangen, David · 2015 · Proceedings of the 15th European Workshop on Natural Language Generation (ENLG)
  141. Influence of personal choices on lexical variability in referring expressions
    Raquel Hervás, Javier Arroyo, Virginia Francisco · 2015 · Natural Language Engineering
  142. Towards a Mixed Evaluation Approach for Computational Narrative Systems
    Jichen Zhu · 2012
  143. Inducing Clause-Combining Rules: A Case Study with the SPaRKy Restaurant Corpus
    Michael White, David M. Howcroft · 2015
  144. Computational Creativity in Narrative Generation: Utility and Novelty Based on Models of Story Comprehension.
    R. Michael Young · 2008
  145. The Types and Distributions of Errors in a Wide Coverage Surface Realizer Evaluation.
    Charles B. Callaway · 2005
  146. UIC-CSC: The Content Selection Challenge Entry from the University of Illinois at Chicago
    Hareen Venigalla, Barbara Di Eugenio · 2013 · Natural Language Generation
  147. Content Selection Challenge - University of Aberdeen Entry
    Roman Kutlák, Chris Mellish, Kees van Deemter · 2013
  148. Computational Methods for Integrating Vision and Language
    Kobus Barnard · 2016 · Synthesis lectures on computer vision
  149. Emerging applications of natural language generation in information visualization, education, and health care
    Barbara Di Eugenio, Nancy L. Green · 2010
  150. A Challenge Proposal for Narrative Generation Using CNLs
    Eugenio Concepción, Gonzalo Méndez, Pablo Gervás · 2016 · International Natural Language Generation Conference (INLG)
  151. Surface Realisation from Knowledge Bases
    Bikash Gyawali, Claire Gardent · 2014 · Publications Et Travaux Academiques de Lorraine (Universite de Lorraine)
  152. Write a Classifier: Predicting Visual Classifiers from Unstructured Text Descriptions.
    Mohamed Elhoseiny, Ahmed Elgammal, Babak Saleh · 2016 · arXiv (Cornell University)
  153. Affective Neural Response Generation
    Nabiha Asghar, Pascal Poupart, Jesse Hoey · 2017 · arXiv (Cornell University)
  154. Redundancy in Collaborative Dialogue
    Marilyn A. Walker · 1995 · arXiv (Cornell University)