Poetry Generation 2017


Notes:

Generally speaking, automated books are created from templates; however, “poetry generation systems” tend to be more random, like scrambled nonsense generated by “Markov systems” (aka “Markov generators”). At one time there was a fad of creating “poetry” by translating something into one language and then translating it back using Google Translate, which changed the words/meaning going each way.

  • Automated poetry
  • Automated poetry analysis
  • Automatic poetry
  • Computational poet
  • Computer poet
  • Poetry generation
  • Poetry generator
  • Reverie machine

Resources:

Wikipedia:

References:

See also:

Chatbots in Art & CultureComputational Dreaming | Daydreaming MachinesDigital Poetry 2017 | DreamBank


Flexible and creative chinese poetry generation using neural memory
J Zhang, Y Feng, D Wang, Y Wang, A Abel… – arXiv preprint arXiv …, 2017 – arxiv.org
Abstract: It has been shown that Chinese poems can be successfully generated by sequence-to-sequence neural models, particularly with the attention mechanism. A potential problem of this approach, however, is that neural models can only learn abstract rules, while

Generating chinese classical poems with rnn encoder-decoder
X Yi, R Li, M Sun – … Linguistics and Natural Language Processing Based …, 2017 – Springer
We take the generation of Chinese classical poetry as a sequence-to-sequence learning problem, and investigate the suitability of recurrent neural network (RNN) for poetry generation task by various q … 4 Poetry Generation System …

A survey on intelligent poetry generation: Languages, features, techniques, reutilisation and evaluation
HG Oliveira – Proceedings of the 10th International Conference on …, 2017 – aclweb.org
Abstract Poetry generation is becoming popular among researchers of Natural Language Generation, Computational Creativity and, broadly, Artificial Intelligence. To produce text that may be regarded as poetry, computational systems are typically knowledge-intensive and

Towards finer-grained interaction with a Poetry Generator
HG Oliveira, T Mendes, A Boavida – Proceedings of ProSocrates 2017 …, 2017 – ceur-ws.org
… CISUC, Department of Informatics Engineering University of Coimbra, Portugal Abstract PoeTryMe is a poetry generation system that produces poems au- tonomously, from a set of initial parameters … 1 Introduction PoeTryMe [6] is a platform for automated poetry generation …

Adversarial generation of natural language
S Rajeswar, S Subramanian, F Dutil, C Pal… – arXiv preprint arXiv …, 2017 – arxiv.org
… PCFG). We compare our method to previous works that use a GAN objective to generate natural language, on a Chinese poetry generation dataset … Table. 2 contains quantitative results on the Chi- nese poetry generation dataset. The …

O Poeta Artificial 2.0: Increasing meaningfulness in a poetry generation twitter bot
HG Oliveira – Proceedings of the Workshop on Computational …, 2017 – aclweb.org
Abstract O Poeta Artificial is a bot that tweets poems, in Portuguese, inspired by the latest Twitter trends. Built on top of PoeTryMe, a poetry generation platform, so far it had only produced poems based on a set of keywords in tweets about a trend. This paper presents

Multilingual extension and evaluation of a poetry generator
HG Oliveira, R Hervás, A Díaz… – Natural Language …, 2017 – cambridge.org
… Abstract Poetry generation is a specific kind of natural language generation where several sources of knowledge are typically exploited to handle features on different levels, such as syntax, semantics, form or aesthetics. But …

Co-PoeTryMe: a co-creative interface for the composition of poetry
HG Oliveira, T Mendes, A Boavida – Proceedings of the 10th International …, 2017 – aclweb.org
… 1 Context PoeTryMe (Gonçalo Oliveira, 2012) is a platform for automated poetry generation from a set of ini- tial parameters, such as the poetry form, the lan- guage (English, Portuguese or Spanish), a set of seed words or a surprise factor …

A taxonomy of generative poetry techniques
C Lamb, DG Brown, CLA Clarke – Journal of Mathematics and the …, 2017 – Taylor & Francis
… and goals. A researcher who wants to show that their poetry generation system performs non-trivial operations can start by understanding the difference between mere generation methods and enhanced methods. Second, for …

Semantic refinement gru-based neural language generation for spoken dialogue systems
VK Tran, LM Nguyen – arXiv preprint arXiv:1706.00134, 2017 – arxiv.org
… CVPR, 2015, pp. 3128–3137. [13] O. Vinyals, A. Toshev, S. Bengio, and D. Erhan, “Show and tell: A neural image caption generator,” in CVPR, 2015. [14] X. Zhang and M. Lapata, “Chinese poetry generation with recurrent neural networks.” in EMNLP, 2014, pp. 670–680 …

Natural language generation for spoken dialogue system using rnn encoder-decoder networks
VK Tran, LM Nguyen – arXiv preprint arXiv:1706.00139, 2017 – arxiv.org
Page 1. arXiv:1706.00139v1 [cs.CL] 1 Jun 2017 Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks Van-Khanh Tran1,2 and Le-Minh Nguyen2 1Japan Institute of Science and …

To Sing like a Mockingbird
L Gatti, G Özbal, O Stock, C Strapparava – … of the 15th Conference of the …, 2017 – aclweb.org
… Poetry generation systems face similar chal- lenges to ours as they struggle to combine se- mantic, lexical and phonetic features in a unified framework. Greene et al. (2010) describe a model for poetry generation in which users can control 3http://youtu.be/bRqW4PxipG4 298 …

Neural-based natural language generation in dialogue using rnn encoder-decoder with semantic aggregation
VK Tran, LM Nguyen – arXiv preprint arXiv:1706.06714, 2017 – arxiv.org
Page 1. arXiv:1706.06714v1 [cs.CL] 21 Jun 2017 Neural-based Natural Language Generation in Dialogue using RNN Encoder-Decoder with Semantic Aggregation Van-Khanh Tran1,2 and Le-Minh Nguyen1 1Japan Advanced …

A REST Service for Poetry Generation
H Gonçalo Oliveira – OASIcs-OpenAccess Series in Informatics, 2017 – drops.dagstuhl.de
Abstract This paper describes a REST API developed on the top of PoeTryMe, a poetry generation platform. This API exposes several functionalities, from the production of full poems, to narrower tasks, having in mind their utility for poetry composition, including the

Computational Linguistic Creativity: Poetry generation given visual input
M Loller-Andersen – 2017 – brage.bibsys.no
In this Thesis, a system capable of generating poetry from images was designed and implemented. The implementation was then used to generate 153 stanzas. The system includes a CNN for object classification, a module to find related words and rhyme pairs and

Emotional Poetry Generation
B Sierra, E Lazkano – … 2017, Hatfield, UK, September 12-16 …, 2017 – books.google.com
Abstract. In this article we describe a new system for the automatic creation of poetry in Basque that not only generates novel poems, but also creates them conveying a certain attitude or state of mind. A poem is a text structured according to predefined formal rules,

Hafez: an Interactive Poetry Generation System
M Ghazvininejad, X Shi, J Priyadarshi… – Proceedings of ACL 2017 …, 2017 – aclweb.org
Abstract Hafez is an automatic poetry generation system that integrates a Recurrent Neural Network (RNN) with a Finite State Acceptor (FSA). It generates sonnets given arbitrary topics. Furthermore, Hafez enables users to revise and polish generated poems by adjusting

Poet’s Little Helper: A methodology for computer-based poetry generation. A case study for the Basque language
A Astigarraga, JM Martínez-Otzeta… – Proceedings of the …, 2017 – aclweb.org
Abstract We present Poet’s Little Helper (PLH), a tool that implements a methodology to generate poetry using minimal language-dependent information. The user only needs to provide a corpus with a set of sentences, a rhyme checker and a syllable-counter. From

Deep Poetry: Word-Level and Character-Level Language Models for Shakespearean Sonnet Generation
S Xie, R Rastogi, M Chang – stanford.edu
… Here, we implement those previous models for poetry generation and show that models that combine word and character level informa- tion, such as a Gated LSTM and a CNN-based LSTM, significantly outperform the baseline word-LSTM and char-LSTM models …

Haiku Poetry Generation Using Interactive Evolution vs. Poem Models
M HREŠKOVÁ, K MACHOVÁ – Acta Electrotechnica et Informatica, 2017 – researchgate.net
ABSTRACT The article describes and compares two different approaches to haiku poetry generation. First approach uses interactive evolution to create poems and the second composes poems from haiku models. The goal is to create poems, considered by humans

Using a generic poetry generation system to produce song lyrics with sentiment
HG Oliveira, A Cardoso – researchgate.net
Abstract. Song lyrics are a kind of poetry that aims to be sung. Having this in mind, we used PoeTryMe, a generic poetry generation platform, to produce song lyrics in Portuguese, based on the line structure of the original lyrics. Besides producing semantically coherent

Proceedings of the Workshop on Computational Creativity in Natural Language Generation (CC-NLG 2017)
HG Oliveira, B Burtenshaw, M Kestemont, T De Smedt – 2017 – repository.uantwerpen.be
… These proceedings include a total of five papers, three focused on poetry generation and two on story generation. Hugo Gonçalo Oliveira, Ben Burtenshaw, Mike Kestemont, Tom De Smedt iv Page 5 … 1 Poet’s Little Helper: A methodology for computer-based poetry generation …

Emotional Poetry Generation
A Astigarraga, JM Martínez-Otzeta, I Rodriguez… – … Conference on Speech …, 2017 – Springer
Abstract In this article we describe a new system for the automatic creation of poetry in Basque that not only generates novel poems, but also creates them conveying a certain attitude or state of mind. A poem is a text structured according to predefined formal rules,

Shiraz: Generating Poetry Based on Narrative Schemas
S Ngo, J Ceverha – pdfs.semanticscholar.org
… The problem of poetry generation has gar- nered academic interest among researchers. (Ghazvininejad et al., 2016) describes Hafez, a poetry generation system using an input topic to generate a sonnet related to the input …

Chinese Lyrics Generation Using Long Short-Term Memory Neural Network
X Wu, Z Du, M Zhong, S Dai, Y Liu – International Conference on Industrial …, 2017 – Springer
… Colton et al. [6] describes a full-face corpus-based poetry generation system which uses templates to construct poems according to given constraints on rhyme, meter, stress, sentiment, word frequency and word similarity. The …

Generating Thematic Chinese Poetry with Conditional Variational Autoencoder
X Yang, X Lin, S Suo, M Li – arXiv preprint arXiv:1711.07632, 2017 – arxiv.org
… Abstract Computer poetry generation is our first step towards computer writing. Writ- ing must have a theme … To the best of our knowl- edge, this represents one of the first attempts at using variational autoencoders for poetry generation …

Data-Driven Polish Poetry Generator
M Korzeniowski, J Mazurkiewicz – International Conference on Artificial …, 2017 – Springer
… their products. This paper focuses on a rather unusual problem – poetry generation. A … rhymes”. The complete system is shown in Fig. 1. Open image in new window. Fig. 1. The proposed poetry generation system. External modules …

Markov Text Generator for Basque Poetry
A Astigarraga, JM Martínez-Otzeta, I Rodriguez… – … Conference on Text …, 2017 – Springer
Poetry generation is a challenging field in the area of natural language processing. A poem is a text structured according to predefined formal rules and whose parts are semantically related … Poetry generation is a challenging field in the area of natural language processing …

Proceedings of the 10th International Conference on Natural Language Generation
JM Alonso, A Bugarín, E Reiter – … of the 10th International Conference on …, 2017 – aclweb.org
… 1 A Survey on Intelligent Poetry Generation: Languages, Features, Techniques, Reutilisation and Evalu- ation Hugo Gonçalo Oliveira . . . . . 11 …

Text Steganography with High Embedding Rate: Using Recurrent Neural Networks to Generate Chinese Classic Poetry
Y Luo, Y Huang – Proceedings of the 5th ACM Workshop on Information …, 2017 – dl.acm.org
… Through a series of experiments, it is proven that our approach outperforms other poetry steganography methods in both embedding rate and poetry quality. KEYWORDS text steganography; poetry generation; recurrent neural networks …

Markov Text Generator for Basque Poetry
B Sierra, E Lazkano – … 2017, Prague, Czech Republic, August 27 …, 2017 – books.google.com
… sc. ehu. es/ccwrobot Abstract. Poetry generation is a challenging field in the area of natural language processing … Keywords: Poetry generation· Basque language· N-grams 1 Introduction Poetry is one of the most expressive-and challenging-ways to use language …

Template-Free Construction of Rhyming Poems with Thematic Cohesion
P Gervás – Proceedings of the Workshop on Computational …, 2017 – aclweb.org
… Abstract Existing poetry generation systems usually fo- cus on particular features of poetry (such as rhythm, rhyme, metaphor) and specific tech- niques to achieve them … 1 Introduction Computer poetry generation has existed for some years now …

A Comparison of Feature-Based and Neural Scansion of Poetry
M Agirrezabal, I Alegria, M Hulden – arXiv preprint arXiv:1711.00938, 2017 – arxiv.org
… (2010). We also intend to use the neural net- work based metrical analyzer as a meter checker in an automatic poetry generation system, such as Manurung (2003); Toivanen et al … Ruli Manurung. 2003. An evolutionary algorithm ap- proach to poetry generation …

Syllable and Meter in Neural Network generated Shakespeare-like Sonnets
TS de Boer – 2017 – pdfs.semanticscholar.org
… ABSTRACT Poetry generation in natural language processing (NLP) is a challenging task … [12] focuses on rhyme, meter, and meaning in English. However, it does focus on translating poetry rather than poetry generation while maintaining meaning, rhyme, and meter …

Automatically Generating Rhythmic Verse with Neural Networks
J Hopkins, D Kiela – Proceedings of the 55th Annual Meeting of the …, 2017 – aclweb.org
… language. Poetry generation can be divided into two sub- tasks, namely the problem of content, which is concerned with a poem’s semantics, and the prob- lem of form, which is concerned with the aesthetic rules that a poem follows …

A Literary Analysis of Poems Automatically Produced by Peter’s Haiku Generator
VC Pereira, C Maciel – International Conference on Entertainment …, 2017 – Springer
… To Zhang and Lapata [25], automated poetry generation has been a popular research topic over past decades, but we herein discuss how software design decisions can affect literary aspects and the aesthetic effects of those poems …

” Let me convince you to buy my product…”: A Case Study of an Automated Persuasive System for Fashion Products
V Munigala, S Tamilselvam, A Sankaran – arXiv preprint arXiv:1709.08366, 2017 – arxiv.org
… 2 LITERATURE STUDY Usage of linguistic creativity in the past have been looked into for poetry generation. [11] proposed a poetry generation system that uses morphological analysis to identify substitutable words for the given topic to generate variants of poem …

Generating Poetry Title Based on Semantic Relevance with Convolutional Neural Network
Z Li, K Niu, ZQ He – IOP Conference Series: Materials Science …, 2017 – iopscience.iop.org
… 61671080). References [1] Zhang X and Lapata M, “Chinese Poetry Generation with Recurrent Neural Networks,” Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014, pp. 670–680 …

Template-Free Construction of Poems with Thematic Cohesion and Enjambment
P Gervás – The INLG 2017 Workshop on Computational Creativity …, 2017 – aclweb.org
… es Abstract Existing poetry generation systems usually fo- cus on particular features of poetry (such as rhythm, rhyme, metaphor) and specific tech- niques to achieve them … 1 Introduction Computer poetry generation has existed for some years now …

Proceedings of ACL 2017, System Demonstrations
M Bansal, H Ji – Proceedings of ACL 2017, System Demonstrations, 2017 – aclweb.org
… 37 Hafez: an Interactive Poetry Generation System Marjan Ghazvininejad, Xing Shi, Jay Priyadarshi and Kevin Knight … Hafez: an Interactive Poetry Generation System Marjan Ghazvininejad, Xing Shi, Jay Priyadarshi and Kevin Knight …

Adversarial generation of natural language
S Subramanian, S Rajeswar, F Dutil, C Pal… – Proceedings of the 2nd …, 2017 – aclweb.org
… We compare our method to previous works that use a GAN objective to generate natural language, on a Chinese poetry generation dataset … Chinese poetry generation with comparisons to (Yu et al., 2016) and (Che et al., 2017) …

Automatic Generation of News Comments Based on Gated Attention Neural Networks
HT Zheng, W Wang, W Chen, JY Chen… – IEEE …, 2017 – ieeexplore.ieee.org
… JC20140001). ABSTRACT With the development of Recurrent Neural Networks (RNN), various Natural Language Generation (NLG) tasks have boomed in the past few years, such as response generation in conversation and poetry generation …

A Ballad of the Mexicas: Automated Lyrical Narrative Writing
D Singh, M Ackerman… – ighth International …, 2017 – pdfs.semanticscholar.org
… Full-face poetry generation (Colton, Goodwin, and Veale 2012) constructs poems by extracting key phrases from newspaper articles, which are then combined with database of similes to create template-based sentences … Full face poetry generation …

Automatic Generation of Lyrics Parodies
L Gatti, G Özbal, O Stock, C Strapparava – Proceedings of the 2017 ACM …, 2017 – dl.acm.org
… The studies dealing with poetry generation face similar chal- lenges to ours as they also need to take semantic, lexical and pho- netic constraints into consideration … [12] describe a model for poetry generation in which users can control the meter and rhyme schemes …

Break it Down for Me: A Study in Automated Lyric Annotation
L Sterckx, J Naradowsky, B Byrne, T Demeester… – arXiv preprint arXiv …, 2017 – arxiv.org
… Xingxing Zhang and Mirella Lapata. 2014. Chi- nese poetry generation with recurrent neural networks. In Proceedings of the 2014 Con- ference on Empirical Methods in Natural Lan- guage Processing (EMNLP). Association for Computational Linguistics, pages 670–680 …

3 The shape of tweets to come: Automating language play in social networks
T Veale – Multiple Perspectives on Language Play, 2017 – books.google.com
… While the Keats heuristic is not exactly a license to pun, it is an incentive to rhyme, and to give as much weight (or more still) to superficial aspects of poetry generation as to deep semantics and pragmatics … 2012. Full-FACE Poetry Generation …

Unified Classification and Generation Networks for Co-Creative Systems
KY Singh, N Davis, CP Hsiao, R Macias, B Lin… – pdfs.semanticscholar.org
… Colton, Simon, Jacob Goodwin, and Tony Veale. 2012. “Full Face Poetry Generation.” In Proceedings of the Third International Conference on Computational Creativity, 95–102. Davis, Nicholas, Margeaux Comerford, Mikhail Jacob, Chih-Pin Hsiao, and Brian Magerko. 2015 …

How to Build a CC System Paper type: System Description Paper
D Ventura – computationalcreativity.net
… Finding cre- ativity in an artificial artist. Journal of Creative Behavior 47(2):106–124. Oliveira, HG 2012. PoeTryMe: a versatile platform for poetry generation. In Proceedings of the ECAI 2012 Work- shop on Computational Creativity, Concept Invention, and General Intelligence …

Towards domain adaptation for Neural Network Language Generation in Dialogue
VK Tran, VT Nguyen, K Shirai… – … and Computer Science …, 2017 – ieeexplore.ieee.org
… recurrent neural networks,” arXiv preprint arXiv:1506.07190, 2015. [22] X. Zhang and M. Lapata, “Chinese poetry generation with recurrent neural networks.” in EMNLP, 2014, pp. 670–680. [23] A. Karpathy and L. Fei-Fei, “Deep …

Text Transformation Via Constraints and Word Embedding
B Bay, P Bodily, D Ventura – ighth International Conference on …, 2017 – researchgate.net
Page 1. Text Transformation Via Constraints and Word Embedding Benjamin Bay, Paul Bodily, and Dan Ventura Computer Science Department Brigham Young University Provo, UT 84602 USA benjamin.bay@gmail.com, paulmbodily@gmail.com, ventura@cs.byu.edu Abstract …

The Poet’s Other Self: Studying Machine Writing through the Humanities
C Edmond – Humanity, 2017 – nova.newcastle.edu.au
… Random House, London. Page 25. Rodger, C 2013, ‘Reading the Drones: Working Towards a Critical Tradition of Interactive Poetry Generation’, Chercer le Texte conference proceedings, ELO Conference … drones-working-towards-critical-tradition-interactive-poetry-generation> …

Seaward: The Sound of Eros and an Athenian Avenue to the Aegean
P Giannisi – Montreal Architectural Review, 2017 – mar.mcgill.ca
… Vassilis Lambropoulos, “Left Melancholy in the Greek Poetry Generation of the 2000s after the Crisis of Revolution and Representation”, In the JMGS, The Journal of Modern Greek Studies, Occasional Papers, Edited by Neni Panourgia, 2016. Page 19 …

Deconstructing computer poets: Making selected processes available as services
P Gervás – Computational Intelligence, 2017 – Wiley Online Library
… Abstract. The article explores the potential of redefining as services a number of functionalities involved in poetry generation systems to better serve the challenge of working toward a yet unknown successful computational model of the creative task being addressed …

Comment Abuse Classification with Deep Learning
T Chu, K Jue, M Wang – pdfs.semanticscholar.org
… This worked well for Zhang and Lapata in poetry generation since word generation is dependent on the words that come before them [4]. Similarly, sentiment is often dependent on a sequential understanding of the words in a sentence. However, Bengio, et al …

Adversarial ranking for language generation
K Lin, D Li, X He, Z Zhang, MT Sun – Advances in Neural Information …, 2017 – papers.nips.cc
… In Proc. AAAI, 2017. [36] Xiang Zhang and Yann LeCun. Text understanding from scratch. arXiv preprint arXiv:1502.01710, 2015. [37] Xingxing Zhang and Mirella Lapata. Chinese poetry generation with recurrent neural networks. In Proc. EMNLP, 2014. 11

ACtuAL: Actor-Critic Under Adversarial Learning
A Goyal, NR Ke, A Lamb, RD Hjelm, C Pal… – arXiv preprint arXiv …, 2017 – arxiv.org
Page 1. ACTUAL: ACTOR-CRITIC UNDER ADVERSARIAL LEARNING Anirudh Goyal1, Nan Rosemary Ke12, Alex Lamb1, R Devon Hjelm1 Chris Pal12, Joelle Pineau13, Yoshua Bengio1† 1 MILA, Université de Montréal 2 …

From Web to Persons–Providing Useful Information on Hotels Combining Information Extraction and Natural Language Generation
A Teixeira, P Miguel, M Rodrigues, JC Pereira… – researchgate.net
… In: Proceedings of LREC. vol. 6, pp. 2216–2219 (2006) 17. Oliveira, HG: PoeTryMe: a versatile platform for poetry generation. In: Proc ECAI 2012 Workshop on Computational Creativity, Concept Invention, and Gen- eral Intelligence (Aug 2012) 18 …

Creative constraints: Brain activity and network dynamics underlying semantic interference during idea production
RE Beaty, AP Christensen, M Benedek, PJ Silvia… – Neuroimage, 2017 – Elsevier
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The Kaleidoscopic Images of Viktor Pelevin’s Generation “P”
BB Pristed – The New Russian Book, 2017 – Springer
… But by the end of the 1990s, as the print-runs of the literary journals declined and their position in the literary system narrowed to a niche for the reception of highbrow literature (such as poetry), Generation “P” became the first of Pelevin’s novels that initially appeared in book …

Style Transfer in Text: Exploration and Evaluation
Z Fu, X Tan, N Peng, D Zhao, R Yan – arXiv preprint arXiv:1711.06861, 2017 – arxiv.org
… Neverthe- less, the progress in style transfer of language is lagged be- hind other domains such as computer vision, largely because of the lack of parallel corpus and reliable evaluation met- rics. For other tasks like poetry generation (Yan et al …

Maximum-likelihood augmented discrete generative adversarial networks
T Che, Y Li, R Zhang, RD Hjelm, W Li, Y Song… – arXiv preprint arXiv …, 2017 – arxiv.org
Page 1. Maximum-Likelihood Augmented Discrete Generative Adversarial Networks Tong Che * 1 Yanran Li * 2 Ruixiang Zhang * 3 R Devon Hjelm 1 4 Wenjie Li 2 Yangqiu Song 3 Yoshua Bengio 1 Abstract Despite the successes …

Towards Cognitive Social Machines for Bridging the Cognitive-Computational Gap in Creativity and Creative Reasoning
AM Olteteanu – Bridging the Gap between Human and …, 2017 – pdfs.semanticscholar.org
… 3–38. Springer (2012) 6. Colton, S., Bundy, A., Walsh, T.: On the notion of interestingness in automated mathematical discovery. International Journal of Human-Computer Studies 53 (3), 351–375 (2000) 7. Colton, S., Goodwin, J., Veale, T.: Full-FACE poetry generation …

SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient.
L Yu, W Zhang, J Wang, Y Yu – AAAI, 2017 – aaai.org
Page 1. SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient Lantao Yu, † Weinan Zhang, †? Jun Wang, ‡ Yong Yu † † Shanghai Jiao Tong University, ‡ University College London {yulantao,wnzhang,yyu}@apex.sjtu.edu.cn, j.wang@cs.ucl.ac.uk Abstract …

Evolvestone: An evolutionary generator of balanced digital collectible card games
T Zaidan, LFW Góes – sbgames.org
… [17] J. Novak. Game development essentials : an introduction. Delmar, Clifton Park, NY, 2012. [18] HG Oliveira and A. Cardoso. Poetry Generation with PoeTryMe. Computational Creativity Research: Towards Creative Machines, 7:243–266, 2015. [19] S. Rogers. Level up …

Teaching Computational Creativity
M Ackerman, A Goel, CG Johnson… – Proceedings of the …, 2017 – pdfs.semanticscholar.org
Page 1. Teaching Computational Creativity Margareta Ackerman1, Ashok Goel2, Colin G. Johnson3, Anna Jordanous3, Carlos León4, Rafael Pérez y Pérez5, Hannu Toivonen6, and Dan Ventura7. 1 Computer Engineering Department, Santa Clara University …

Long Text Generation via Adversarial Training with Leaked Information
J Guo, S Lu, H Cai, W Zhang, Y Yu, J Wang – arXiv preprint arXiv …, 2017 – arxiv.org
Page 1. Long Text Generation via Adversarial Training with Leaked Information Jiaxian Guo†, Sidi Lu†, Han Cai†, Weinan Zhang†?, Yong Yu†, Jun Wang‡ †Shanghai Jiao Tong University, ‡University College London {jiaxian …

SOFSEM 2018: Theory and Practice of Computer Science LNCS 10706
AM Tjoa, L Bellatreche, S Biffl, J van Leeuwen… – Springer
… 442 Michele Boreale Recognition and Generation Influence of Body Postures on Touch-Based Biometric User Authentication….. 459 Kamil Burda and Daniela Chuda Michiko: Poem Models used in Automated Haiku Poetry Generation …

The ANGELINA Videogame Design System—Part II
M Cook, S Colton, J Gow – IEEE Transactions on Computational …, 2017 – ieeexplore.ieee.org
… behind it. Following on work from computational poetry generation in [16], ANGELINA3 records key decisions made during the creation of each game, and creates a “commentary” which frames part of the creative process. A …

A Common Model for Representing Stories in Automatic Storytelling
E Concepción, P Gervás, G Méndez – 6th International Workshop …, 2017 – researchgate.net
… UNC Press Books (1987) 13. Harrell, DF: Walking blues changes undersea: Imaginative narrative in interactive poetry generation with the griot system. In: AAAI 2006 Workshop in Computa- tional Aesthetics: Artificial Intelligence Approaches to Happiness and Beauty. pp …

Hybrid MemNet for Extractive Summarization
AK Singh, M Gupta, V Varma – Proceedings of the 2017 ACM on …, 2017 – dl.acm.org
… Summarization. In IJCAI. 1383–1389. [22] Xingxing Zhang and Mirella Lapata. 2014. Chinese Poetry Generation with Recurrent Neural Networks. In EMNLP. 670–680. Short Paper CIKM’17, November 6-10, 2017, Singapore 2306

Towards an Automated Production of Legal Texts Using Recurrent Neural Networks
W Alschner, D Skougarevskiy – 2017 – papers.ssrn.com
… In Conference on Empirical Methods in Natural Language Processing. 1711–1721. [17] Xingxing Zhang and Mirella Lapata. 2014. Chinese Poetry Generation with Recurrent Neural Networks. In Conference on Empirical Methods in Natural Language Processing. 670–680.

Speech and Computer: 19th International Conference, Specom 2017, Hatfield, Uk, September 12-16, 2017, Proceedings
A Karpov, R Potapova, I Mporas – 2017 – books.google.com
… Recognition….. 312 Josef Chaloupka Discriminating Speakers by Their Voices—A Fusion Based Approach…. 322 Halim Sayoud, Siham Ouamour, and Zohra Hamadache Emotional Poetry Generation….. 332 …

An API-based Approach to Co-creation in Automatic Storytelling
E Concepción, P Gervás, G Méndez – 6th International Workshop …, 2017 – researchgate.net
… Page 13. 11. Harrell, DF: Walking blues changes undersea: Imaginative narrative in interactive poetry generation with the griot system. In: AAAI 2006 Workshop in Computa- tional Aesthetics: Artificial Intelligence Approaches to Happiness and Beauty. pp. 61–69 (2006) 12 …

Syntactic patterns in classical Chinese poems: A quantitative study
J Lee, YH Kong, M Luo – Digital Scholarship in the Humanities, 2017 – academic.oup.com
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Novel Methods for Natural Language Generation in Spoken Dialogue Systems
O Dušek – 2017 – dspace.cuni.cz
Page 1. DOCTORAL THESIS Ond?ej Dušek Novel Methods for Natural Language Generation in Spoken Dialogue Systems Institute of Formal and Applied Linguistics Supervisor: Ing. Mgr. Filip Jur?í?ek, Ph.D. Study Program: Computer …

Procedural Generation in Game Design
TX Short, T Adams – 2017 – books.google.com
… CHAPTER 19 ? Emergent Narratives and Story Volumes JASON GRINBLAT MOTIVATION THE VOICE IN THE MACHINE FIASCO: A CASE STUDY UNPACKING YOUR THEMES GRIST FOR THE NARRATIVE MILL CHAPTER 20 ? Poetry Generation HARRY TUFFS CHAPTER …

SAM: Semantic Attribute Modulated Language Modeling
W Hu, L Hua, L Li, T Wang, J Zhu, H Su… – arXiv preprint arXiv …, 2017 – arxiv.org
Page 1. SAM: Semantic Attribute Modulated Language Modeling Wenbo Hu1, Lifeng Hua2, Lei Li2, Tian Wang3, Jun Zhu1, Hang Su1, Bo Zhang1 1 1Dept. of Comp. Sci. & Tech. Tsinghua University 2 Toutiao Lab, 3 eBay {hwb13 …

Designing Computationally Creative Musical Performance Systems
C Goddard, M Barthet, GA Wiggins – Proceedings of the 12th …, 2017 – dl.acm.org
… Case- based reasoning has also been used within more explicitly creative systems such as poetry generation systems [12] and in melody creation systems [19] … [12] Belén Díaz-Agudo, Pablo Gervás, and Pedro A. González-Calero. 2002. Poetry Generation in COLIBRI …

Challenges in sentiment analysis
SM Mohammad – A Practical Guide to Sentiment Analysis, 2017 – Springer
… of sentiment analysis. Some recent examples include predicting heart attack rates through sentiment word usage in tweets (Eichstaedt et al. 2015), corpus-based poetry generation (Colton et al. 2012), generating music that …

The Poet Identification Using Convolutional Neural Networks
S Waijanya, N Promrit – International Conference on Computing and …, 2017 – Springer
… References. 1. Thailand’s Shakespeare? Sunthorn Phu|ThingsAsian. http://thingsasian. com/story/thailands-shakespeare-sunthorn-phu. 2. Das, A., Gambäck, B.: Poetic machine: computational creativity for automatic poetry generation in Bengali …

Metaphor and Metamorphosis
T Veale – Metaphor in Communication, Science and Education, 2017 – books.google.com
… London: Bloomsbury. Veale, Tony. 2013. Less rhyme, more reason: Knowledge-based poetry generation with feeling, insight and wit. In Proceedings of ICCC-2013, the 4th International Conference on Computational Creativity. Sydney, Australia. Veale, Tony. 2015 …

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
R Barzilay, MY Kan – Proceedings of the 55th Annual Meeting of the …, 2017 – aclweb.org
Page 1. ACL 2017 The 55th Annual Meeting of the Association for Computational Linguistics Proceedings of the Conference, Vol. 1 (Long Papers) July 30 – August 4, 2017 Vancouver, Canada Page 2. Platinum Sponsors: Gold Sponsors: ii Page 3. Silver Sponsors …

Human–Machine Musical Composition in Real-Time Based on Emotions Through a Fuzzy Logic Approach
P Lucas, E Astudillo, E Peláez – Designing with Computational Intelligence, 2017 – Springer
… In: Proceedings of the music information retrieval, pp 3–3Google Scholar. 9. Misztal J, Indurkhya B, Poetry generation system with an emotional personality. Computationalcreativity. Net http://computationalcreativity.net/iccc2014/wp-content/uploads/2014/06/6.3_Misztal.pdf. 10 …

The ANGELINA videogame design system—Part I
M Cook, S Colton, J Gow – IEEE Transactions on Computational …, 2017 – ieeexplore.ieee.org
Page 1. 192 IEEE TRANSACTIONS ON COMPUTATIONAL INTELLIGENCE AND AI IN GAMES, VOL. 9, NO. 2, JUNE 2017 The ANGELINA Videogame Design System—Part I Michael Cook, Simon Colton, and Jeremy Gow Abstract …

Two Halves of the World Apple: Poems by Yang Ke
Y Ke – 2017 – books.google.com
… He must also be read as a member of what is known as China’s “Third Generation,” alongside the likes of Han Dong and Zhai Yongming and others whose work appeared after the 1980s Misty Poetry generation, which included such major poets as Bei Dao, Duo Duo, Gu Cheng …

On the relation between the general affective meaning and the basic sublexical, lexical, and inter-lexical features of poetic texts—a case study using 57 …
S Ullrich, A Aryani, M Kraxenberger, AM Jacobs… – Frontiers in …, 2017 – frontiersin.org
The literary genre of poetry is inherently related to the expression and elicitation of emotion via both content and form. To explore the nature of this affective impact at an extremely basic textual level, we collected ratings on eight different general affective meaning scales—valence …

COMMUNITY AS COMMONING,(DIS) PLACING, AND (TRANS) VERSING: FROM PARTICIPATORY AND ‘STRIKE ART’TO THE POSTDIGITAL
C T?N?SESCU – dacoromanialitteraria.inst-puscariu …
Page 1. DACOROMANIA LITTERARIA, III, 2016, pp. 10–44 CHRIS T?N?SESCU (MARGENTO) COMMUNITY AS COMMONING, (DIS)PLACING, AND (TRANS)VERSING: FROM PARTICIPATORY AND ‘STRIKE ART’ TO THE POSTDIGITAL …

The Neuroscience of Spontaneous Thought: An Evolving, Interdisciplinary Field
JR Andrews-Hanna, ZC Irving, KCR Fox… – arXiv preprint arXiv …, 2017 – arxiv.org
Page 1. To appear in: The Oxford Handbook of Spontaneous Thought (Fox & Christoff, Eds.) 1 The Neuroscience of Spontaneous Thought: An Evolving, Interdisciplinary Field Jessica R. Andrews-Hanna1, Zachary C. Irving2, Kieran CR Fox3,4, R. Nathan Spreng5, Kalina …

The Re-examined Life
T Walker, D St Marie – 2017 – uwspace.uwaterloo.ca
… just a rotation of the wrist/form (another nod to the object as prosthetic). As Donovan states: “The Haikube is a poetry-generation machine, so you don’t have to solve it back to the original Page 30. 22 poems, you can write your own poems with it …

The Re-examined Life
D St Marie, T Walker – 2017 – uwspace.uwaterloo.ca
… just a rotation of the wrist/form (another nod to the object as prosthetic). As Donovan states: “The Haikube is a poetry-generation machine, so you don’t have to solve it back to the original Page 30. 22 poems, you can write your own poems with it …

From junta to crisis: modernization, consumerism and cultural dualisms in Greece
D Tziovas – Byzantine and Modern Greek Studies, 2017 – cambridge.org
Page 1. From junta to crisis: modernization, consumerism and cultural dualisms in Greece à Dimitris Tziovas University of Birmingham dptziovas@bham.ac.uk The Greek economic crisis has triggered a self-reflexive process …

Intellectual Property and Machine Learning: An exploratory study
L Øverlier – 2017 – brage.bibsys.no
Page 1. Intellectual Property and Machine Learning: An exploratory study Lasse Øverlier January 2017 MASTER THESIS Department of Industrial Economics and Technology Management Norwegian University of Science and Technology Supervisor: Arild Aspelund …

Neural Mechanisms of Episodic Retrieval Support Divergent Creative Thinking
KP Madore, PP Thakral, RE Beaty, DR Addis… – Cerebral …, 2017 – academic.oup.com
Abstract. Prior research has indicated that brain regions and networks that support semantic memory, top-down and bottom-up attention, and cognitive control ar.

Creative Behaviour in Evolving Agents
BW Alvestad, E Larsen – 2017 – brage.bibsys.no
… Most work on computational creativity is related to the fields of art, music composition and linguistics, such as ThePaintingFool1, DeepArt2, Experiments in Musical Intelligence (Cope, 1996), and poetry generation in Bengali (Das and Gambäck, 2014) …

Vox ex machina: towards a digital poetics of the disembodied voice
D O’Donnell-Smith – 2017 – bbktheses.da.ulcc.ac.uk
… 5. EVP of the Archive (audio). 6. Control II (video). Practice Folder 03: 1. Random Text Selection & Poetry Generation (software and poetry). 2. Stochastic Texts (software and poetry). 3. Deep Dream & Deep Art (digital images). 4. Body Horror (poetry collection) …

Video Art and Indigenous Collaborations
RL Weaver – BIO-CREATION AND PEACE: THE 23rd …, 2017 – vtechworks.lib.vt.edu
Page 1. Page 2. Page 3. Page 4. ISEA2017 MAnIzAlES BIO-CREATIOn AnD PEACE 16th InTERnATIOnAl IMAgE fESTIvAl Catalogue of the 23rd International Symposium on Electronic Arts. Editors: Felipe César Londoño & G. Mauricio Mejía. Copy-editing: Grafos Soluciones …

Recent Advances in Recurrent Neural Networks
H Salehinejad, J Baarbe, S Sankar, J Barfett… – arXiv preprint arXiv …, 2017 – arxiv.org
Page 1. arXiv:1801.01078v1 [cs.NE] 29 Dec 2017 1 Recent Advances in Recurrent Neural Networks Hojjat Salehinejad, Julianne Baarbé, Sharan Sankar, Joseph Barfett, Errol Colak, and Shahrokh Valaee Abstract—Recurrent …

SMSAD: a framework for spam message and spam account detection
KS Adewole, NB Anuar, A Kamsin… – Multimedia Tools and …, 2017 – Springer
Page 1. SMSAD: a framework for spam message and spam account detection Kayode Sakariyah Adewole1,2 & Nor Badrul Anuar1 & Amirrudin Kamsin1 & Arun Kumar Sangaiah3 Received: 2 March 2017 /Revised: 31 May …

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