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2020 – today
- 2021
[i15]Ana Guerberof Arenas, Antonio Toral:
The Impact of Post-editing and Machine Translation on Creativity and Reading Experience. CoRR abs/2101.06125 (2021)- 2020
- [j18]Samuel Läubli
, Sheila Castilho, Graham Neubig, Rico Sennrich, Qinlan Shen, Antonio Toral:
A Set of Recommendations for Assessing Human-Machine Parity in Language Translation. J. Artif. Intell. Res. 67: 653-672 (2020) - [c70]Lukas Edman, Antonio Toral, Gertjan van Noord:
Low-Resource Unsupervised NMT: Diagnosing the Problem and Providing a Linguistically Motivated Solution. EAMT 2020: 81-90 - [c69]Yuying Ye, Antonio Toral:
Fine-grained Human Evaluation of Transformer and Recurrent Approaches to Neural Machine Translation for English-to-Chinese. EAMT 2020: 125-134 - [c68]Antonio Toral:
Reassessing Claims of Human Parity and Super-Human Performance in Machine Translation at WMT 2019. EAMT 2020: 185-194 - [c67]Rik van Noord, Antonio Toral, Johan Bos:
Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT. EMNLP (1) 2020: 4587-4603 - [c66]Christian Roest, Lukas Edman, Gosse Minnema, Kevin Kelly, Jennifer Spenader, Antonio Toral:
Machine Translation for English-Inuktitut with Segmentation, Data Acquisition and Pre-Training. WMT@EMNLP 2020: 274-281 - [c65]Lukas Edman, Antonio Toral, Gertjan van Noord:
Data Selection for Unsupervised Translation of German-Upper Sorbian. WMT@EMNLP 2020: 1099-1103 - [i14]Samuel Läubli, Sheila Castilho, Graham Neubig, Rico Sennrich, Qinlan Shen, Antonio Toral:
A Set of Recommendations for Assessing Human-Machine Parity in Language Translation. CoRR abs/2004.01694 (2020) - [i13]Antonio Toral:
Reassessing Claims of Human Parity and Super-Human Performance in Machine Translation at WMT 2019. CoRR abs/2005.05738 (2020) - [i12]Yuying Ye, Antonio Toral:
Fine-grained Human Evaluation of Transformer and Recurrent Approaches to Neural Machine Translation for English-to-Chinese. CoRR abs/2006.08297 (2020) - [i11]Rik van Noord, Antonio Toral, Johan Bos:
Character-level Representations Improve DRS-based Semantic Parsing Even in the Age of BERT. CoRR abs/2011.04308 (2020) - [i10]Antonio Toral, Antoni Oliver, Pau Ribas Ballestín:
Machine Translation of Novels in the Age of Transformer. CoRR abs/2011.14979 (2020)
2010 – 2019
- 2019
- [j17]Sheila Castilho, Federico Gaspari, Joss Moorkens, Maja Popovic, Antonio Toral:
Editors' foreword to the special issue on human factors in neural machine translation. Mach. Transl. 33(1-2): 1-7 (2019) - [c64]Rik van Noord, Antonio Toral, Johan Bos:
Linguistic Information in Neural Semantic Parsing with Multiple Encoders. IWCS (2) 2019: 24-31 - [c63]Antonio Toral:
Post-editese: an Exacerbated Translationese. MTSummit (1) 2019: 273-281 - [c62]Mike Zhang, Antonio Toral:
The Effect of Translationese in Machine Translation Test Sets. WMT (1) 2019: 73-81 - [c61]Antonio Toral, Lukas Edman, Galiya Yeshmagambetova, Jennifer Spenader:
Neural Machine Translation for English-Kazakh with Morphological Segmentation and Synthetic Data. WMT (2) 2019: 386-392 - [i9]Mike Zhang, Antonio Toral:
The Effect of Translationese in Machine Translation Test Sets. CoRR abs/1906.08069 (2019) - [i8]Antonio Toral:
Post-editese: an Exacerbated Translationese. CoRR abs/1907.00900 (2019) - 2018
- [j16]Antonio Toral, Martijn Wieling, Andy Way:
Post-editing Effort of a Novel With Statistical and Neural Machine Translation. Frontiers Digit. Humanit. 5: 9 (2018) - [j15]Filip Klubicka, Antonio Toral, Víctor M. Sánchez-Cartagena:
Quantitative fine-grained human evaluation of machine translation systems: a case study on English to Croatian. Mach. Transl. 32(3): 195-215 (2018) - [j14]Rik van Noord, Lasha Abzianidze, Antonio Toral, Johan Bos:
Exploring Neural Methods for Parsing Discourse Representation Structures. Trans. Assoc. Comput. Linguistics 6: 619-633 (2018) - [c60]Antonio Toral, Sheila Castilho, Ke Hu, Andy Way:
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation. WMT 2018: 113-123 - [i7]Antonio Toral, Andy Way:
What Level of Quality can Neural Machine Translation Attain on Literary Text? CoRR abs/1801.04962 (2018) - [i6]Filip Klubicka, Antonio Toral, Víctor M. Sánchez-Cartagena:
Quantitative Fine-Grained Human Evaluation of Machine Translation Systems: a Case Study on English to Croatian. CoRR abs/1802.01451 (2018) - [i5]Antonio Toral, Sheila Castilho, Ke Hu, Andy Way:
Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation. CoRR abs/1808.10432 (2018) - [i4]Rik van Noord, Lasha Abzianidze, Antonio Toral, Johan Bos:
Exploring Neural Methods for Parsing Discourse Representation Structures. CoRR abs/1810.12579 (2018) - 2017
- [j13]Arefeh Kazemi, Antonio Toral, Andy Way, Amirhassan Monadjemi, Mohammad Ali Nematbakhsh:
Investigating the Relationship between Classification Quality and SMT Performance in Discriminative Reordering Models. Entropy 19(9): 340 (2017) - [j12]Arefeh Kazemi, Antonio Toral, Andy Way, Amirhassan Monadjemi, Mohammad Ali Nematbakhsh:
Syntax- and semantic-based reordering in hierarchical phrase-based statistical machine translation. Expert Syst. Appl. 84: 186-199 (2017) - [j11]Antonio Toral, Miquel Esplà-Gomis, Filip Klubicka, Nikola Ljubesic, Vassilis Papavassiliou, Prokopis Prokopidis, Raphael Rubino, Andy Way:
Crawl and crowd to bring machine translation to under-resourced languages. Lang. Resour. Evaluation 51(4): 1019-1051 (2017) - [j10]Filip Klubicka, Antonio Toral, Víctor M. Sánchez-Cartagena:
Fine-Grained Human Evaluation of Neural Versus Phrase-Based Machine Translation. Prague Bull. Math. Linguistics 108: 121-132 (2017) - [c59]Antonio Toral, Víctor M. Sánchez-Cartagena:
A Multifaceted Evaluation of Neural versus Phrase-Based Machine Translation for 9 Language Directions. EACL (1) 2017: 1063-1073 - [i3]Antonio Toral, Víctor M. Sánchez-Cartagena:
A Multifaceted Evaluation of Neural versus Phrase-Based Machine Translation for 9 Language Directions. CoRR abs/1701.02901 (2017) - [i2]Filip Klubicka, Antonio Toral, Víctor M. Sánchez-Cartagena:
Fine-grained human evaluation of neural versus phrase-based machine translation. CoRR abs/1706.04389 (2017) - 2016
- [j9]Jorge Ferrández-Tordera, Sergio Ortiz-Rojas, Antonio Toral:
CloudLM: a Cloud-based Language Model for Machine Translation. Prague Bull. Math. Linguistics 105: 51-62 (2016) - [c58]Antonio Toral, Sergio Ortiz-Rojas, Mikel L. Forcada, Nikola Ljubesic, Prokopis Prokopidis:
Abu-MaTran: automatic building of machine translation. EAMT (Projects/Products) 2016 - [c57]Antonio Toral, Raphael Rubino, Gema Ramírez-Sánchez:
Re-assessing the Impact of SMT Techniques with Human Evaluation: a Case Study on English - Croatian. EAMT 2016: 368-375 - [c56]Alberto Poncelas, Andy Way, Antonio Toral:
Extending Feature Decay Algorithms Using Alignment Entropy. FETLT 2016: 170-182 - [c55]Meritxell Fernández Barrera, Vladimir Popescu, Antonio Toral, Federico Gaspari, Khalid Choukri:
Enhancing Cross-border EU E-commerce through Machine Translation: Needed Language Resources, Challenges and Opportunities. LREC 2016 - [c54]Nikola Ljubesic, Miquel Esplà-Gomis, Antonio Toral, Sergio Ortiz-Rojas, Filip Klubicka:
Producing Monolingual and Parallel Web Corpora at the Same Time - SpiderLing and Bitextor's Love Affair. LREC 2016 - [c53]Iñaki San Vicente, Iñaki Alegria, Cristina España-Bonet, Pablo Gamallo, Hugo Gonçalo Oliveira, Eva Martínez Garcia, Antonio Toral, Arkaitz Zubiaga, Nora Aranberri:
TweetMT: A Parallel Microblog Corpus. LREC 2016 - [c52]Víctor M. Sánchez-Cartagena, Antonio Toral:
Abu-MaTran at WMT 2016 Translation Task: Deep Learning, Morphological Segmentation and Tuning on Character Sequences. WMT 2016: 362-370 - [c51]Arefeh Kazemi, Antonio Toral, Andy Way:
Using Wordnet to Improve Reordering in Hierarchical Phrase-Based Statistical Machine Translation. GWC 2016: 155-161 - 2015
- [j8]Antonio Toral, Pavel Pecina, Longyue Wang, Josef van Genabith:
Linguistically-augmented perplexity-based data selection for language models. Comput. Speech Lang. 32(1): 11-26 (2015) - [j7]Pavel Pecina, Antonio Toral, Vassilis Papavassiliou, Prokopis Prokopidis, Ales Tamchyna, Andy Way, Josef van Genabith:
Domain adaptation of statistical machine translation with domain-focused web crawling. Lang. Resour. Evaluation 49(1): 147-193 (2015) - [j6]Antonio Toral, Tommi A. Pirinen, Andy Way, Raphaël Rubino, Gema Ramírez-Sánchez, Sergio Ortiz-Rojas, Víctor M. Sánchez-Cartagena, Jorge Ferrández-Tordera:
Automatic Acquisition of Machine Translation Resources in the Abu-MaTran Project. Proces. del Leng. Natural 55: 185-188 (2015) - [c50]Antonio Toral, Andy Way:
Translating Literary Text between Related Languages using SMT. CLfL@NAACL-HLT 2015: 123-132 - [c49]Arefeh Kazemi, Antonio Toral, Andy Way, Amirhassan Monadjemi, Mohammad Ali Nematbakhsh:
Dependency-based Reordering Model for Constituent Pairs in Hierarchical SMT. EAMT 2015 - [c48]Antonio Toral, Tommi A. Pirinen, Andy Way, Gema Ramírez-Sánchez, Sergio Ortiz-Rojas, Raphael Rubino, Miquel Esplà-Gomis, Mikel L. Forcada, Vassilis Papavassiliou, Prokopis Prokopidis, Nikola Ljubesic:
Abu-MaTran: Automatic building of Machine Translation. EAMT 2015 - [c47]Iñaki Alegria, Nora Aranberri, Cristina España-Bonet, Pablo Gamallo, Hugo Gonçalo Oliveira, Eva Martínez Garcia, Iñaki San Vicente, Antonio Toral, Arkaitz Zubiaga:
Overview of TweetMT: A Shared Task on Machine Translation of Tweets at SEPLN 2015. TweetMT@SEPLN 2015: 8-19 - [c46]Antonio Toral, Xiaofeng Wu, Tommi A. Pirinen, Zhengwei Qiu, Ergun Biçici, Jinhua Du:
Dublin City University at the TweetMT 2015 Shared Task. TweetMT@SEPLN 2015: 33-39 - [c45]Raphaël Rubino, Tommi A. Pirinen, Miquel Esplà-Gomis, Nikola Ljubesic, Sergio Ortiz-Rojas, Vassilis Papavassiliou, Prokopis Prokopidis, Antonio Toral:
Abu-MaTran at WMT 2015 Translation Task: Morphological Segmentation and Web Crawling. WMT@EMNLP 2015: 184-191 - [e1]Iñaki Alegria, Nora Aranberri, Cristina España-Bonet, Pablo Gamallo, Eva Martínez Garcia, Hugo Gonçalo Oliveira, Iñaki San Vicente, Antonio Toral, Arkaitz Zubiaga:
Proceedings of the Tweet Translation Workshop 2015 co-located with 31st Conference of the Spanish Society for Natural Language Processing (SEPLN 2015), Alicante, Spain, September 15th, 2015. CEUR Workshop Proceedings 1445, CEUR-WS.org 2015 [contents] - 2014
- [j5]Mohammed Attia, Pavel Pecina, Antonio Toral, Josef van Genabith:
A corpus-based finite-state morphological toolkit for contemporary arabic. J. Log. Comput. 24(2): 455-472 (2014) - [j4]Antonio Toral, Guillermo Latour, Stanislav Gurevich, Mikel L. Forcada, Gema Ramírez-Sánchez:
Establishing a Linguistic Olympiad in Spain, Year 1. Proces. del Leng. Natural 53: 171-174 (2014) - [c44]Nicoletta Calzolari, Monica Monachini, Valeria Quochi, Claudia Soria, Antonio Toral:
Lexicons, Terminologies, Ontologies: Reflections from Experiences in Resource Construction. Language, Culture, Computation (3) 2014: 103-121 - [c43]Aswarth Abhilash Dara, Josef van Genabith, Qun Liu, John Judge, Antonio Toral:
Active Learning for Post-Editing Based Incrementally Retrained MT. EACL 2014: 185-189 - [c42]Antonio Toral, Raphael Rubino, Miquel Esplà-Gomis, Tommi A. Pirinen, Andy Way, Gema Ramírez-Sánchez:
Extrinsic evaluation of web-crawlers in machine translation: a study on Croatian-English for the tourism domain. EAMT 2014: 221-224 - [c41]Nikola Ljubesic, Antonio Toral:
caWaC - A web corpus of Catalan and its application to language modeling and machine translation. LREC 2014: 1728-1732 - [c40]Raphaël Rubino, Antonio Toral, Nikola Ljubesic, Gema Ramírez-Sánchez:
Quality Estimation for Synthetic Parallel Data Generation. LREC 2014: 1843-1849 - [c39]Antonio Toral:
TLAXCALA: a multilingual corpus of independent news. LREC 2014: 3689-3692 - [c38]Raphael Rubino, Antonio Toral, Víctor M. Sánchez-Cartagena, Jorge Ferrández-Tordera, Sergio Ortiz-Rojas, Gema Ramírez-Sánchez, Felipe Sánchez-Martínez, Andy Way:
Abu-MaTran at WMT 2014 Translation Task: Two-step Data Selection and RBMT-Style Synthetic Rules. WMT@ACL 2014: 171-177 - 2013
- [c37]Renu Balyan, Sudip Kumar Naskar, Antonio Toral, Niladri Chatterjee:
A Diagnostic Evaluation Approach for English to Hindi MT Using Linguistic Checkpoints and Error Rates. CICLing (2) 2013: 285-296 - [c36]Antonio Toral:
Hybrid Selection of Language Model Training Data Using Linguistic Information and Perplexity. HyTra@ACL 2013: 8-12 - [c35]Antonio Toral, Sudip Kumar Naskar, Joris Vreeke, Federico Gaspari, Declan Groves:
A Web Application for the Diagnostic Evaluation of Machine Translation over Specific Linguistic Phenomena. HLT-NAACL 2013: 20-23 - [c34]Raphaël Rubino, Antonio Toral, Santiago Cortes Vaíllo, Jun Xie, Xiaofeng Wu, Stephen Doherty, Qun Liu:
The CNGL-DCU-Prompsit Translation Systems for WMT13. WMT@ACL 2013: 213-218 - [i1]Núria Bel, Vassilis Papavassiliou, Prokopis Prokopidis, Antonio Toral, Victoria Arranz:
Mining and Exploiting Domain-Specific Corpora in the PANACEA Platform. CoRR abs/1303.1932 (2013) - 2012
- [j3]Antonio Toral, Sergio Ferrández, Monica Monachini, Rafael Muñoz:
Web 2.0, Language Resources and standards to automatically build a multilingual Named Entity Lexicon. Lang. Resour. Evaluation 46(3): 383-419 (2012) - [j2]Antonio Toral, Sudip Kumar Naskar, Federico Gaspari, Declan Groves:
DELiC4MT: A Tool for Diagnostic MT Evaluation over User-defined Linguistic Phenomena. Prague Bull. Math. Linguistics 98: 121-132 (2012) - [c33]Tsuyoshi Okita, Antonio Toral, Josef van Genabith:
Topic Modeling-based Domain Adaptation for System Combination. AML@COLING 2012: 45-54 - [c32]Pavel Pecina, Antonio Toral, Josef van Genabith:
Simple and Effective Parameter Tuning for Domain Adaptation of Statistical Machine Translation. COLING 2012: 2209-2224 - [c31]Marc Poch, Antonio Toral, Núria Bel:
Language Resources Factory: case study on the acquisition of Translation Memories. EACL 2012: 1-5 - [c30]Antonio Toral, Marc Poch, Pavel Pecina, Gregor Thurmair:
Efficiency-based evaluation of aligners for industrial applications. EAMT 2012: 57-60 - [c29]Pavel Pecina, Antonio Toral, Vassilis Papavassiliou, Prokopis Prokopidis, Josef van Genabith:
Domain Adaptation of Statistical Machine Translation using Web-Crawled Resources: A Case Study. EAMT 2012: 145-152 - [c28]Antonio Toral:
Pivot-based Machine Translation between Statistical and Black Box systems. EAMT 2012: 321-328 - [c27]Marc Poch, Antonio Toral, Olivier Hamon, Valeria Quochi, Núria Bel:
Towards a User-Friendly Platform for Building Language Resources based on Web Services. LREC 2012: 1156-1163 - 2011
- [c26]Pavel Pecina, Antonio Toral, Andy Way, Vassilis Papavassiliou, Prokopis Prokopidis, Maria Giagkou:
Towards Using Web-Crawled Data for Domain Adaptation in Statistical Machine Translation. EAMT 2011 - [c25]Antonio Toral, Federico Gaspari, Sudip Kumar Naskar, Andy Way:
A Comparative Evaluation of Research vs. Online MT Systems. EAMT 2011 - [c24]Antonio Toral, Pavel Pecina, Marc Poch, Andy Way:
Towards a User-Friendly Webservice Architecture for Statistical Machine Translation in the PANACEA project. EAMT 2011 - [c23]Mohammed Attia, Pavel Pecina, Antonio Toral, Lamia Tounsi, Josef van Genabith:
An Open-Source Finite State Morphological Transducer for Modern Standard Arabic. FSMNLP 2011: 125-133 - [c22]Mohammed Attia, Pavel Pecina, Antonio Toral, Lamia Tounsi, Josef van Genabith:
A Lexical Database for Modern Standard Arabic Interoperable with a Finite State Morphological Transducer. SFCM 2011: 98-118 - 2010
- [c21]Mohammed Attia, Antonio Toral, Lamia Tounsi, Monica Monachini, Josef van Genabith:
An Automatically Built Named Entity Lexicon for Arabic. LREC 2010 - [c20]Mohammed Attia, Antonio Toral, Lamia Tounsi, Pavel Pecina, Josef van Genabith:
Automatic Extraction of Arabic Multiword Expressions. MWE@COLING 2010: 19-27
2000 – 2009
- 2009
- [j1]Sergio Ferrández, Antonio Toral, Óscar Ferrández, Antonio Ferrández, Rafael Muñoz:
Exploiting Wikipedia and EuroWordNet to solve Cross-Lingual Question Answering. Inf. Sci. 179(20): 3473-3488 (2009) - [c19]Eneko Agirre, Oier Lopez de Lacalle, Christiane Fellbaum, Andrea Marchetti, Antonio Toral, Piek Vossen:
SemEval-2010 Task 17: All-words Word Sense Disambiguation on a Specific Domain. SEW@NAACL-HLT 2009: 123-128 - [c18]Antonio Toral, Óscar Ferrández, Eneko Agirre, Rafael Muñoz:
A Study on Linking Wikipedia Categories to Wordnet Synsets using Text Similarity. RANLP 2009: 449-454 - 2008
- [c17]Riccardo Del Gratta, Nilda Ruimy, Antonio Toral:
Simple-Clips ongoing research: more information with less data by implementing inheritance. LREC 2008 - [c16]Bernardo Magnini, Amedeo Cappelli, Fabio Tamburini, Cristina Bosco, Alessandro Mazzei, Vincenzo Lombardo, Francesca Bertagna, Nicoletta Calzolari, Antonio Toral, Valentina Bartalesi Lenzi, Rachele Sprugnoli, Manuela Speranza:
Evaluation of Natural Language Tools for Italian: EVALITA 2007. LREC 2008 - [c15]Nilda Ruimy, Antonio Toral:
More Semantic Links in the SIMPLE-CLIPS Database. LREC 2008 - [c14]Antonio Toral, Rafael Muñoz, Monica Monachini:
Named Entity WordNet. LREC 2008 - 2007
- [c13]Sergio Ferrández, Antonio Toral, Óscar Ferrández, Antonio Ferrández, Rafael Muñoz:
Applying Wikipedia's Multilingual Knowledge to Cross-Lingual Question Answering. NLDB 2007: 352-363 - 2006
- [c12]Antonio Toral Ruiz, Georgiana Puscasu, Lorenza Moreno-Monteagudo, Rubén Izquierdo-Beviá, Estela Saquete Boró:
University of Alicante at WiQA 2006. CLEF 2006: 554-560 - [c11]Antonio Toral Ruiz, Georgiana Puscasu, Lorenza Moreno-Monteagudo, Rubén Izquierdo-Beviá, Estela Saquete Boró:
University of Alicante at WiQA 2006. CLEF (Working Notes) 2006 - [c10]Antonio Toral, Óscar Ferrández, Elisa Noguera, Zornitsa Kozareva, Andrés Montoyo, Rafael Muñoz:
GIR with Geographic Query Expansion. CLEF 2006: 889-892 - [c9]Antonio Toral, Óscar Ferrández, Elisa Noguera, Zornitsa Kozareva, Andrés Montoyo, Rafael Muñoz:
Geographic IR Helped by Structured Geospatial Knowledge Resources. CLEF (Working Notes) 2006 - [c8]Manuel García Vega, Miguel Angel García Cumbreras, Luis Alfonso Ureña López, José M. Perea-Ortega, Francisco Javier Ariza-López, Óscar Ferrández, Antonio Toral, Zornitsa Kozareva, Elisa Noguera, Andrés Montoyo, Rafael Muñoz, Davide Buscaldi, Paolo Rosso:
R2D2 at GeoCLEF 2006: A Combined Approach. CLEF 2006: 918-925 - [c7]Manuel García Vega, Miguel Ángel García Cumbreras, Luis Alfonso Ureña López, José M. Perea-Ortega, Francisco Javier Ariza-López, Óscar Ferrández, Antonio Toral, Zornitsa Kozareva, Elisa Noguera, Andrés Montoyo, Rafael Muñoz, Davide Buscaldi, Paolo Rosso:
R2D2 at GeoCLEF 2006: a Mixed Approach. CLEF (Working Notes) 2006 - [c6]Óscar Ferrández, Antonio Toral, Rafael Muñoz:
Fine Tuning Features and Post-processing Rules to Improve Named Entity Recognition. NLDB 2006: 176-185 - 2005
- [c5]Óscar Ferrández, Zornitsa Kozareva, Antonio Toral, Elisa Noguera, Andrés Montoyo, Rafael Muñoz, Fernando Llopis:
University of Alicante at GeoCLEF 2005. CLEF 2005: 924-927 - [c4]Óscar Ferrández, Zornitsa Kozareva, Antonio Toral, Elisa Noguera, Andrés Montoyo, Rafael Muñoz, Fernando Llopis:
The University of Alicante at GeoCLEF 2005. CLEF (Working Notes) 2005 - [c3]Antonio Toral, Elisa Noguera, Fernando Llopis, Rafael Muñoz:
Improving Question Answering Using Named Entity Recognition. NLDB 2005: 181-191 - [c2]Elisa Noguera, Antonio Toral, Fernando Llopis, Rafael Muñoz:
Reducing Question Answering Input Data Using Named Entity Recognition. TSD 2005: 428-434 - 2004
- [c1]Fernando Llopis, Héctor García Puigcerver, Mariano Cano, Antonio Toral, Héctor Espí:
IR-n System, a Passage Retrieval Architecture. TSD 2004: 57-64
Coauthor Index
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