Natural Language Processing

Jose Camacho Collados


Jose Camacho Collados


Francesco Barbieri and Jose Camacho-Collados.
How Gender and Skin Tone Modifiers Affect Emoji Semantics in Twitter. [paper]
*SEM 2018, New Orleans, United States.
Tommaso Pasini and Jose Camacho-Collados.
A Short Survey on Sense-Annotated Corpora for Diverse Languages and Resources. [paper]
arXiv preprint arXiv:1802.04744 (2018).
Lara Quijano-Sánchez, Federico Liberatore, Jose Camacho-Collados and Miguel Camacho-Collados.
Applying automatic text-based detection of deceptive language to police reports: extracting behavioral patterns from a multi-step classification model to understand how we lie to the Police. [paper] [bib]
Knowledge-Based Systems (2018)
Research prize of the Spanish police foundation  
Jose Camacho-Collados.
Semantic Vector Representations of Word Senses, Concepts and Entities and their Applications in Natural Language Processing. [thesis]
PhD Thesis (2018).
PhD thesis  


Jose Camacho-Collados and Mohammad Taher Pilehvar.
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis. [paper]
arXiv preprint arXiv:1707.01780 (2017).
Massimiliano Mancini*, Jose Camacho-Collados*, Ignacio Iacobacci and Roberto Navigli.
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training. [paper] [data&code]
CoNLL 2017, Vancouver, Canada.
Mohammad Taher Pilehvar, Jose Camacho-Collados, Roberto Navigli and Nigel Collier.
Towards a Seamless Integration of Word Senses into Downstream NLP Applications. [paper] [bib] [data&code]
ACL 2017, Vancouver, Canada.
Claudio Delli Bovi, Jose Camacho-Collados, Alessandro Raganato and Roberto Navigli.
EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text. [paper] [bib] [data]
ACL 2017 (short), Vancouver, Canada.
Jose Camacho-Collados*, Mohammad Taher Pilehvar*, Nigel Collier and Roberto Navigli.
SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity. [paper] [bib] [website]
SemEval 2017, Vancouver, Canada.
Jose Camacho-Collados.
Why we have switched from building full-fledged taxonomies to simply detecting hypernymy relations. [paper]
arXiv preprint arXiv:1703.04178 (2017).
Jose Camacho-Collados and Roberto Navigli.
BabelDomains: Large-Scale Domain Labeling of Lexical Resources. [paper] [data]
EACL 2017 (short), Valencia, Spain.
Alessandro Raganato, Jose Camacho-Collados and Roberto Navigli.
Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison. [paper] [website] [slides]
EACL 2017, Valencia, Spain.


Luis Espinosa-Anke, Jose Camacho-Collados, Sara Rodríguez-Fernández, Horacio Saggion and Leo Wanner.
Extending WordNet with Fine-Grained Collocational Information via Supervised Distributional Learning. [paper] [bib] [data&code]
COLING 2016, Osaka, Japan, pp. 3422-3432.
Alessandro Raganato, Jose Camacho-Collados, Antonio Raganato and Yunseo Joung.
Semantic Indexing of Multilingual Corpora and its Application on the History Domain. [paper] [bib] [data&interface]
Workshop on Language Technology Resources and Tools for Digital Humanities, COLING 2016, Osaka, Japan, pp. 140-147.
Jose Camacho-Collados, Mohammad Taher Pilehvar and Roberto Navigli.
Nasari: Integrating explicit knowledge and corpus statistics for a multilingual representation of concepts and entities. [paper] [bib] [website]
Artificial Intelligence Journal (2016), 240, pp. 36-64.
Luis Espinosa-Anke, Jose Camacho-Collados, Claudio Delli Bovi and Horacio Saggion.
Supervised Distributional Hypernym Discovery via Domain Adaptation. [paper] [bib] [data&code] [poster]
EMNLP 2016, Austin, USA, pp. 424-435.
Luis Espinosa-Anke, Sergio Oramas, Jose Camacho-Collados, and Horacio Saggion.
Finding and Expanding Hypernymic Relations in the Music Domain. [paper]
CCIA 2016, Barcelona, Spain, pp. 291-296.
Best Poster award in CCIA 2016  
Jose Camacho-Collados and Roberto Navigli.
Find the word that does not belong: A Framework for an Intrinsic Evaluation of Word Vector Representations. [paper] [bib] [data&code]
RepEval, ACL 2016, Berlin, Germany, pp. 43-50.
Jose Camacho-Collados, Claudio Delli Bovi, Alessandro Raganato and Roberto Navigli.
A Large-Scale Multilingual Disambiguation of Glosses. [paper] [bib] [data] [slides]
LREC 2016, Portoroz, Slovenia, pp. 1701-1708.


Jose Camacho-Collados, Mohammad Taher Pilehvar and Roberto Navigli.
A Unified Multilingual Semantic Representation of Concepts. [paper] [bib] [website]
ACL 2015, Beijing, China, pp. 741-751.
Jose Camacho-Collados, Mohammad Taher Pilehvar and Roberto Navigli.
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets. [paper] [bib] [data] [video]
ACL 2015 (short), Beijing, China, pp. 1-7.
Jose Camacho-Collados, Mohammad Taher Pilehvar and Roberto Navigli.
NASARI: a Novel Approach to a Semantically-Aware Representation of Items. [paper] [bib] [website]
NAACL 2015, Denver, USA, pp. 567-577.


Mokhtar Billami, Jose Camacho-Collados, Evelyne Jacquey, and Laurence Kister.
Annotation sémantique et validation terminologique en texte intégral en SHS. [paper]
TALN 2014, Marseille, France.
Jose Camacho-Collados, Mokhtar Billami, Evelyne Jacquey, and Laurence Kister.
Approche statistique pour le filtrage terminologique des occurrences de candidats termes en texte intégral. [paper]
JADT 2014, Paris, France.


Jose Camacho-Collados
Syntactic Simplification for Machine Translation. [paper]
BULAG 2013
Jose Camacho-Collados
Splitting complex sentences for Natural Language Processing applications: Building a Simplified Spanish Corpus [paper]
CILC 2013, Alicante, Spain.