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Elena Lloret

Elena Lloret Pastor

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affiliation: University of Alicante, Department of Software and Computing Systems, Spain

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2020 – today

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2024
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Juan Pablo Consuegra-Ayala, Iván Martínez-Murillo, Elena Lloret, Paloma Moreda, Manuel Palomar:
A multifaceted approach to detect gender biases in Natural Language Generation. Knowl. Based Syst. 303: 112367 (2024)
[j46]
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Iván Martínez-Murillo, Paloma Moreda, Elena Lloret:
Analysing the Problem of Automatic Evaluation of Language Generation Systems. Proces. del Leng. Natural 72: 123-136 (2024)
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Alba Bonet-Jover, Robiert Sepúlveda-Torres, Rafael Muñoz Guillena, Eugenio Martínez-Cámara, Elena Lloret Pastor, Álvaro Rodrigo-Yuste, Aitziber Atutxa:
Proceedings of the Seminar of the Spanish Society for Natural Language Processing: Projects and System Demonstrations (SEPLN-CEDI-PD 2024) co-located with the 7th Spanish Conference on Informatics (CEDI 2024), A Coruña, Spain, June 19-20, 2024. CEUR Workshop Proceedings 3729, CEUR-WS.org 2024 [contents]
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Alba Bonet-Jover, David Vilares Calvo, Elena Lloret Pastor, M. Dolores Molina-González, Salud María Jiménez-Zafra:
Proceedings of the Doctoral Symposium on Natural Language Processing (NLP-DS 2024) held as part of the XL edition of the International Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), Valladolid, Spain, September 26, 2024. CEUR Workshop Proceedings 3797, CEUR-WS.org 2024 [contents]
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María Miró Maestre, Iván Martínez-Murillo, Tania Josephine Martin, Borja Navarro-Colorado, Antonio Ferrández, Armando Suárez Cueto, Elena Lloret:
Beyond Generative Artificial Intelligence: Roadmap for Natural Language Generation. CoRR abs/2407.10554 (2024)
2023
[j45]
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César González-Mora, Cristina Barros, Irene Garrigós, José Jacobo Zubcoff, Elena Lloret, Jose-Norberto Mazón:
Improving open data web API documentation through interactivity and natural language generation. Comput. Stand. Interfaces 83: 103657 (2023)
[j44]
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Robiert Sepúlveda-Torres, Marta Esther Vicente, Estela Saquete, Elena Lloret, Manuel Palomar:
Leveraging relevant summarized information and multi-layer classification to generalize the detection of misleading headlines. Data Knowl. Eng. 145: 102176 (2023)
[j43]
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María Miró Maestre, Marta Esther Vicente, Elena Lloret, Armando Suárez Cueto:
Extracting Narrative Patterns in Different Textual Genres: A Multilevel Feature Discourse Analysis. Inf. 14(1): 28 (2023)
[c46]
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Anabela Barreiro, Elena Lloret, Oleksii Turuta:
An Outlook on Natural Language Generation. FedCSIS (Position Papers) 2023: 27-34
[c45]
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Isabel Espinosa-Zaragoza, José Ignacio Abreu Salas, Elena Lloret, Paloma Moreda, Manuel Palomar:
A Review of Research-Based Automatic Text Simplification Tools. RANLP 2023: 321-330
[c44]
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Elena Lloret, Armando Suárez, Antonio Ferrández, Tania Josephine Martin, Iván Martínez-Murillo, María Miró Maestre, Paloma Moreda, Borja Navarro-Colorado, Manuel Palomar:
Conscious Natural Text Generation. SEPLN (Projects and Demonstrations) 2023: 31-35
[c43]
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Iván Martínez-Murillo, Robiert Sepúlveda-Torres, Estela Saquete, Elena Lloret, Manuel Palomar:
Team GPLSI at AuTexTification Shared Task: Determining the Authorship of a Text. IberLEF@SEPLN 2023
[c42]
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Paloma Moreda, Beatriz Botella, Isabel Espinosa-Zaragoza, Elena Lloret, Tania Josephine Martin, Patricio Martinez, Armando Suárez, Manuel Palomar:
CLEAR.TEXT Enhancing the Modernization Public Sector Organizations by Deploying Natural Language Processing to Make Their Digital Content CLEARER to Those with Cognitive Disabilities. SEPLN (Projects and Demonstrations) 2023: 41-44
2022
[j42]
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Erkut Erdem, Menekse Kuyu, Semih Yagcioglu, Anette Frank, Letitia Parcalabescu, Barbara Plank, Andrii Babii, Oleksii Turuta, Aykut Erdem, Iacer Calixto, Elena Lloret, Elena Simona Apostol, Ciprian-Octavian Truica, Branislava Sandrih, Sanda Martincic-Ipsic, Gábor Berend, Albert Gatt, Grazina Korvel:
Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning. J. Artif. Intell. Res. 73: 1131-1207 (2022)
[c41]
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Anabela Barreiro, José G. C. de Souza, Albert Gatt, Mehul Bhatt, Elena Lloret, Aykut Erdem, Dimitra Gkatzia, Helena Moniz, Irene Russo, Fábio N. Kepler, Iacer Calixto, Marcin Paprzycki, François Portet, Isabelle Augenstein, Mirela Alhasani:
Multi3Generation: Multitask, Multilingual, Multimodal Language Generation. EAMT 2022: 345-346
2021
[j41]
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Marta Esther Vicente, María Miró Maestre, Elena Lloret, Armando Suárez Cueto:
Leveraging Machine Learning to Explain the Nature of Written Genres. IEEE Access 9: 24705-24726 (2021)
[j40]
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Cristina Barros, Marta Esther Vicente, Elena Lloret:
To what extent does content selection affect surface realization in the context of headline generation? Comput. Speech Lang. 67: 101179 (2021)
[j39]
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Robiert Sepúlveda-Torres, Marta Esther Vicente, Estela Saquete, Elena Lloret, Manuel Palomar:
HeadlineStanceChecker: Exploiting summarization to detect headline disinformation. J. Web Semant. 71: 100660 (2021)
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Marta Esther Vicente, Robiert Sepúlveda-Torres, Cristina Barros, Estela Saquete, Elena Lloret:
Can Text Summarization Enhance the Headline Stance Detection Task? Benefits and Drawbacks. ICDAR (2) 2021: 53-67
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Robiert Sepúlveda-Torres, Marta Esther Vicente, Estela Saquete, Elena Lloret, Manuel Palomar:
Exploring Summarization to Enhance Headline Stance Detection. NLDB 2021: 243-254
2020
[j38]
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Ales Zamuda, Elena Lloret:
Optimizing Data-Driven Models for Summarization as Parallel Tasks. J. Comput. Sci. 42: 101101 (2020)
[j37]
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Marta Esther Vicente, Elena Lloret Pastor:
Relevant Content Selection through Positional Language Models: An Exploratory Analysis. Proces. del Leng. Natural 65: 75-82 (2020)
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César González-Mora, Cristina Barros, Irene Garrigós, José Jacobo Zubcoff, Elena Lloret, Jose-Norberto Mazón:
Applying Natural Language Processing Techniques to Generate Open Data Web APIs Documentation. ICWE 2020: 416-432
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Marta Esther Vicente, Elena Lloret:
A Discourse-Informed Approach for Cost-Effective Extractive Summarization. SLSP 2020: 109-121

2010 – 2019

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2019
[j36]
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Cristina Barros, Elena Lloret, Estela Saquete, Borja Navarro-Colorado:
NATSUM: Narrative abstractive summarization through cross-document timeline generation. Inf. Process. Manag. 56(5): 1775-1793 (2019)
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Alejandro Reyes, Elena Lloret:
Hacia una generación de resúmenes sin sesgo a partir de contenido generado por el usuario: Un enfoque preliminar. Proces. del Leng. Natural 62: 45-52 (2019)
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Cristina Barros, Elena Lloret:
HanaNLG: A Flexible Hybrid Approach for Natural Language Generation. CICLing (2) 2019: 507-519
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Cristina Barros, Marta Esther Vicente, Elena Lloret:
Tackling the Challenge of Computational Identification of Characters in Fictional Narratives. ICCC 2019: 122-129
[c34]
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Tatiana Vodolazova, Elena Lloret:
Towards Adaptive Text Summarization: How Does Compression Rate Affect Summary Readability of L2 Texts? RANLP 2019: 1265-1274
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Tatiana Vodolazova, Elena Lloret:
The Impact of Rule-Based Text Generation on the Quality of Abstractive Summaries. RANLP 2019: 1275-1284
2018
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Óscar Alcón, Elena Lloret:
SemPCA-Summarizer: Exploiting Semantic Principal Component Analysis for Automatic Summary Generation. Comput. Informatics 37(5): 1126-1148 (2018)
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Marta Esther Vicente, Cristina Barros, Elena Lloret:
Statistical language modelling for automatic story generation. J. Intell. Fuzzy Syst. 34(5): 3069-3079 (2018)
[j32]
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Yoan Gutiérrez, Elena Lloret, José M. Gómez:
Human Language Technologies: Key Issues for Representing Knowledge from Textual Information. J. Univers. Comput. Sci. 24(11): 1651-1676 (2018)
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Elena Lloret, Laura Plaza, Ahmet Aker:
The challenging task of summary evaluation: an overview. Lang. Resour. Evaluation 52(1): 101-148 (2018)
[j30]
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Paloma Moreda, Armando Suárez, Elena Lloret, Estela Saquete, Isabel Moreno:
From Sentences to Documents: Extending Abstract Meaning Representation for Understanding Documents. Proces. del Leng. Natural 60: 61-68 (2018)
2017
[j29]
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Cristina Barros, Elena Lloret:
A Multilingual Multi-domain Data-to-Text Natural Language Generation Approach. Proces. del Leng. Natural 58: 45-52 (2017)
[j28]
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Alberto Esteban, Elena Lloret:
Propuesta y desarrollo de una aproximación de generación de resúmenes abstractivos multigénero. Proces. del Leng. Natural 58: 53-60 (2017)
[j27]
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Alberto Esteban, Elena Lloret:
TravelSum: A Spanish Summarization Application focused on the Tourism Sector. Proces. del Leng. Natural 59: 159-162 (2017)
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George Giannakopoulos, John M. Conroy, Jeff Kubina, Peter A. Rankel, Elena Lloret, Josef Steinberger, Marina Litvak, Benoît Favre:
MultiLing 2017 Overview. MultiLing@EACL 2017: 1-6
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Elena Lloret, Ester Boldrini, Patricio Martínez-Barco, Manuel Palomar:
Ultra-Concise Multi-genre Summarisation of Web2.0: towards Intelligent Content Generation. MultiLing@EACL 2017: 37-46
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Cristina Barros, Dimitra Gkatzia, Elena Lloret:
Inflection Generation for Spanish Verbs using Supervised Learning. SWCN@EMNLP 2017: 136-141
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Cristina Barros, Elena Lloret:
Analysing the influence of semantic knowledge in natural language generation. ICDIM 2017: 185-190
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Cristina Barros, Dimitra Gkatzia, Elena Lloret:
Improving the Naturalness and Expressivity of Language Generation for Spanish. INLG 2017: 41-50
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Cristina Barros, Elena Lloret:
Surface Realisation Using Factored Language Models and Input Seed Features. MICAI (2) 2017: 15-26
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Marta Esther Vicente, Cristina Barros, Elena Lloret:
A Study on Flexibility in Natural Language Generation Through a Statistical Approach to Story Generation. NLDB 2017: 492-498
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George Giannakopoulos, Elena Lloret, John M. Conroy, Josef Steinberger, Marina Litvak, Peter A. Rankel, Benoît Favre:
Proceedings of the Workshop on Summarization and Summary Evaluation Across Source Types and Genres, MultiLing@EACL 2017, Valencia, Spain, April 3, 2017. Association for Computational Linguistics 2017, ISBN 978-1-945626-41-8 [contents]
2016
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Elena Lloret, Manuel Palomar:
Analysing and evaluating the task of automatic tweet generation: Knowledge to business. Comput. Ind. 78: 3-15 (2016)
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Fernando Llopis, José Manuel Gómez Soriano, Elena Lloret, Patricio Martínez-Barco, Yoan Gutiérrez:
Gestión de resúmenes para dispositivos móviles. Proces. del Leng. Natural 57: 15-22 (2016)
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Cristina Barros, Elena Lloret:
Generating sets of related sentences from input seed features. WebNLG 2016: 1-4
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Elena Lloret, Claire Gardent:
Content Selection through Paraphrase Detection: Capturing different Semantic Realisations of the Same Idea. WebNLG 2016: 25-28
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Marta Esther Vicente, Elena Lloret:
Analysing the Integration of Semantic Web Features for Document Planning across Genres. WebNLG 2016: 67-70
[c22]
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Marta Esther Vicente, Elena Lloret:
Exploring Flexibility in Natural Language Generation Through Discursive Analysis of New Textual Genres. FETLT 2016: 98-109
[c21]
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Elena Lloret:
Introducing the Key Stages for Addressing Multi-perspective Summarization. KDIR 2016: 321-326
[c20]
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Fernando Llopis, Elena Lloret, José M. Gómez:
University of Alicante at the NTCIR-12: Mobile Click. NTCIR 2016
2015
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Marta Esther Vicente, Cristina Barros, Francisco Agulló, Fernando Samuel Peregrino, Elena Lloret:
La generacion de lenguaje natural: análisis del estado actual. Computación y Sistemas 19(4) (2015)
[j23]
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Elena Lloret, Ester Boldrini, Tatiana Vodolazova, Patricio Martínez-Barco, Rafael Muñoz, Manuel Palomar:
A novel concept-level approach for ultra-concise opinion summarization. Expert Syst. Appl. 42(20): 7148-7156 (2015)
[j22]
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Óscar Alcón, Elena Lloret:
Estudio de la influencia de incorporar conocimiento léxico-semántico a la técnica de Análisis de Componentes Principales para la generación de resúmenes multilingües. Linguamática 7(1): 53-63 (2015)
[j21]
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Elena Lloret, Yoan Gutiérrez, Fernando Samuel Peregrino, José Manuel Gómez Soriano, Antonio Guillén, Fernando Llopis:
Explotación y tratamiento de la información disponible en Internet para la anotación y generación de textos adaptados al usuario. Proces. del Leng. Natural 55: 177-180 (2015)
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Cristina Barros, Elena Lloret:
Input Seed Features for Guiding the Generation Process: A Statistical Approach for Spanish. ENLG 2015: 9-17
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Elena Lloret, Yoan Gutiérrez, José M. Gómez:
Developing an Ontology to Capture Documents' Semantics. KEOD 2015: 155-162
[c17]
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Marta Esther Vicente, Óscar Alcón, Elena Lloret:
The University of Alicante at MultiLing 2015: approach, results and further insights. SIGDIAL Conference 2015: 250-259
2014
[j20]
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Sonia Vázquez, Elena Lloret, Fernando Samuel Peregrino, Yoan Gutiérrez, Javi Fernández, José M. Gómez:
Tratamiento inteligente de la información para ayuda a la toma de decisiones. Proces. del Leng. Natural 53: 139-142 (2014)
[j19]
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María Teresa Martín-Valdivia, Eugenio Martínez Cámara, Eduard Barbu, Luis Alfonso Ureña López, Paloma Moreda, Elena Lloret:
Proyecto FIRST (Flexible Interactive Reading Support Tool): Desarrollo de una herramienta para ayudar a personas con autismo mediante la simplificación de textos. Proces. del Leng. Natural 53: 143-146 (2014)
2013
[j18]
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Tatiana Vodolazova, Elena Lloret, Rafael Muñoz, Manuel Palomar:
The role of statistical and semantic features in single-document extractive summarization. Artif. Intell. Res. 2(3): 35-44 (2013)
[j17]
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Elena Lloret, Manuel Palomar:
Tackling redundancy in text summarization through different levels of language analysis. Comput. Stand. Interfaces 35(5): 507-518 (2013)
[j16]
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Elena Lloret, María Teresa Romá-Ferri, Manuel Palomar:
COMPENDIUM: A text summarization system for generating abstracts of research papers. Data Knowl. Eng. 88: 164-175 (2013)
[j15]
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José M. Perea-Ortega, Elena Lloret, Luis Alfonso Ureña López, Manuel Palomar:
Application of Text Summarization techniques to the Geographical Information Retrieval task. Expert Syst. Appl. 40(8): 2966-2974 (2013)
[j14]
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Elena Lloret, Manuel Palomar:
Towards automatic tweet generation: A comparative study from the text summarization perspective in the journalism genre. Expert Syst. Appl. 40(16): 6624-6630 (2013)
[j13]
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Ahmet Aker, Laura Plaza, Elena Lloret, Robert J. Gaizauskas:
Do humans have conceptual models about geographic objects? A user study. J. Assoc. Inf. Sci. Technol. 64(4): 689-700 (2013)
[j12]
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Elena Lloret, Laura Plaza, Ahmet Aker:
Analyzing the capabilities of crowdsourcing services for text summarization. Lang. Resour. Evaluation 47(2): 337-369 (2013)
[j11]
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Elena Lloret, Manuel Palomar:
COMPENDIUM: a text summarisation tool for generating summaries of multiple purposes, domains, and genres. Nat. Lang. Eng. 19(2): 147-186 (2013)
[j10]
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Patricio Martínez-Barco, Antonio Ferrández Rodríguez, David Tomás, Elena Lloret, Estela Saquete, Fernando Llopis, Jesús Peral, Manuel Palomar, José Manuel Gómez Soriano, María Teresa Romá-Ferri:
LEGOLANG: Técnicas de deconstrucción aplicadas a las Tecnologías del Lenguaje Humano. Proces. del Leng. Natural 51: 219-222 (2013)
[j9]
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Estela Saquete, Sonia Vázquez, Elena Lloret, Fernando Llopis, José M. Gómez, Alejandro Mosquera López:
Tratamiento de textos para mejorar la comprensión lectora en alumnos con deficiencias auditivas. Proces. del Leng. Natural 51: 231-234 (2013)
[c16]
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Elena Lloret, Santiago Escobar, Manuel Palomar, Isidro Ramos:
Incremental and Adaptive Software Systems Development of Natural Language Applications. ISD 2013: 511-523
[c15]
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Tatiana Vodolazova, Elena Lloret, Rafael Muñoz, Manuel Palomar:
Extractive Text Summarization: Can We Use the Same Techniques for Any Text? NLDB 2013: 164-175
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Ahmet Aker, Laura Plaza, Elena Lloret, Robert J. Gaizauskas:
Multi-Document Summarization Techniques for Generating Image Descriptions: A Comparative Analysis. Multi-source, Multilingual Information Extraction and Summarization 2013: 299-320
2012
[j8]
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Elena Lloret, Manuel Palomar:
Text summarisation in progress: a literature review. Artif. Intell. Rev. 37(1): 1-41 (2012)
[j7]
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Elena Lloret, Alexandra Balahur, José M. Gómez, Andrés Montoyo, Manuel Palomar:
Towards a unified framework for opinion retrieval, mining and summarization. J. Intell. Inf. Syst. 39(3): 711-747 (2012)
[j6]
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Elena Lloret:
Text Summarisation based on Human Language Technologies and its Applications. Proces. del Leng. Natural 48: 119-122 (2012)
[j5]
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Jorge Cruanes, María Teresa Romá-Ferri, Elena Lloret Pastor:
Análisis del uso de métodos de similitud léxica con conocimiento semántico superficial para mapear la información de enfermería en espaol. Proces. del Leng. Natural 49: 75-82 (2012)
[c14]
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Jorge Cruanes, María Teresa Romá-Ferri, Elena Lloret:
Measuring lexical similarity methods for textual mapping in nursing diagnoses in Spanish and SNOMED-CT. MIE 2012: 255-259
[c13]
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Horacio Saggion, Elena Lloret, Manuel Palomar:
Can Text Summaries Help Predict Ratings? A Case Study of Movie Reviews. NLDB 2012: 271-276
[c12]
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Tatiana Vodolazova, Elena Lloret, Rafael Muñoz, Manuel Palomar:
A Comparative Study of the Impact of Statistical and Semantic Features in the Framework of Extractive Text Summarization. TSD 2012: 306-313
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Ernesto Jiménez-Ruiz, Horacio Saggion, María José Aramburu Cabo, Roxana Dánger, Antonio Jimeno-Yepes, Elena Lloret, Manuel Palomar:
Proceedings of the 2nd International Workshop on Exploiting Large Knowledge Repositories, Castellón de la Plana, Spain, September 7, 2012. CEUR Workshop Proceedings 882, CEUR-WS.org 2012 [contents]
2011
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Elena Lloret, Hector Llorens, Paloma Moreda, Estela Saquete, Manuel Palomar:
Text summarization contribution to semantic question answering: New approaches for finding answers on the web. Int. J. Intell. Syst. 26(12): 1125-1152 (2011)
[j3]
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Elena Lloret, Manuel Palomar:
COMPENDIUM: Una herramienta de generación de resúmenes modular. Proces. del Leng. Natural 47: 107-115 (2011)
[c11]
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Elena Lloret, María Teresa Romá-Ferri, Manuel Palomar:
COMPENDIUM: A Text Summarization System for Generating Abstracts of Research Papers. NLDB 2011: 3-14
[c10]
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Elena Lloret, Laura Plaza, Ahmet Aker:
Multi-Document Summarization by Capturing the Information Users are Interested in. RANLP 2011: 77-83
[c9]
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Elena Lloret, Manuel Palomar:
Finding the Best Approach for Multi-lingual Text Summarisation: A Comparative Analysis. RANLP 2011: 194-201
[c8]
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Elena Lloret, Alexandra Balahur, Manuel Palomar, Andrés Montoyo:
Towards a Unified Approach for Opinion Question Answering and Summarization. WASSA@ACL 2011: 168-174
2010
[j2]
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Elena Lloret, Manuel Palomar:
Challenging Issues of Automatic Summarization: Relevance Detection and Quality-based Evaluation. Informatica (Slovenia) 34(1): 29-35 (2010)
[c7]
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Hakan Ceylan, Rada Mihalcea, Umut Ozertem, Elena Lloret, Manuel Palomar:
Quantifying the Limits and Success of Extractive Summarization Systems Across Domains. HLT-NAACL 2010: 903-911
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Laura Plaza, Elena Lloret, Ahmet Aker:
Improving Automatic Image Captioning Using Text Summarization Techniques. TSD 2010: 165-172

2000 – 2009

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2009
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Borja Navarro-Colorado, Marcel Puchol-Blasco, Rafael M. Terol, Sonia Vázquez, Elena Lloret:
User Behaviour and Lexical Ambiguity in Cross-Language Image Retrieval. CLEF (2) 2009: 29-36
[c4]
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Borja Navarro-Colorado, Marcel Puchol-Blasco, Rafael M. Terol, Sonia Vázquez, Elena Lloret:
Lexical Ambiguity in Cross-language Image Retrieval: a Preliminary Analysis. CLEF (Working Notes) 2009
[c3]
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Elena Lloret, Alexandra Balahur, Manuel Palomar, Andrés Montoyo:
Towards Building a Competitive Opinion Summarization System: Challenges and Keys. HLT-NAACL (Student Research Workshop and Doctoral Consortium) 2009: 72-77
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Elena Lloret, Manuel Palomar:
A Gradual Combination of Features for Building Automatic Summarisation Systems. TSD 2009: 16-23
2008
[j1]
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Elena Lloret, Óscar Ferrández, Rafael Muñoz, Manuel Palomar:
Integración del reconocimiento de la implicación textual en tareas automáticas de resúmenes de textos. Proces. del Leng. Natural 41 (2008)
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Elena Lloret, Óscar Ferrández, Rafael Muñoz, Manuel Palomar:
A Text Summarization Approach under the Influence of Textual Entailment. NLPCS 2008: 22-31
[i1]
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Alexandra Balahur, Elena Lloret, Óscar Ferrández, Andrés Montoyo, Manuel Palomar, Rafael Muñoz:
The DLSIUAES Team's Participation in the TAC 2008 Tracks. TAC 2008

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