I am currently a Lecturer at the School of Computer Science and Informatics at Cardiff University, after having worked for a year on the FLEXILOG ERC project as a postdoc.
Previously I was a Google Doctoral Fellow and PhD student
at the Linguistic Computing Laboratory (LCL) of Sapienza University of Rome.
My background education includes an Erasmus Mundus Master in Natural Language Processing and Human Language Technology and a 5-year BSc degree in Mathematics.
I also worked for a year as a research engineer at ATILF-CNRS in Nancy (France).
I work on various topics in Natural Language Processing (NLP), mainly on the lexical and distributional semantics areas. Currently I'm working on integrating explicit knowledge (mainly from lexical resources) into downstream NLP applications, with a special focus on multilinguality and ambiguity. To this end, I have been collaborating on the BabelNet project and developing knowledge-based sense vector representations (e.g. NASARI and SW2V) to be used as a bridge between lexical resources and text-based applications. We have organized a tutorial at ACL 2016 and a workshop at EACL 2017 on this topic, and a tutorial at NAACL 2018 on the interplay between lexical resources and NLP.
I strongly believe that well-curated datasets and resources, as well as shared tasks, are key for advancing science. This year we are organizing a CodaLab challenge on evaluating context-sensitive representations on the WiC dataset. This competition was part of a shared task in the IJCAI workshop SemDeep, and is currently featured in the SuperGLUE language understanding benchmark. Last year we organized two SemEval 2018 tasks, on Hypernym Discovery and Emoji Prediction. Check them out!
NLP aside, I love travelling and sports. I was raised in Granada, a wonderful city in the south of Spain where I spent the first 20 years of my life. Then, I have been living in large European cities like Paris, Barcelona and Rome, and spent long amounts of time in Seoul. I have also lived in other smaller (but equally charming) cities: Nancy and Besançon (France) and Wolverhampton (UK). I like practising all kinds of sports: football, swimming, tennis, padel, ping pong... and chess (yes, it is also a sport!). I hold the International Master chess title and am currently the top-rated chess player of South Korea.
Note: If you are interested in doing a PhD with me, please read this note to prospective PhD students.
|Zied Bouraoui, Jose Camacho-Collados and Steven Schockaert.
Inducing Relational Knowledge from BERT. [paper]
AAAI 2020, New York, USA.
|Jose Camacho-Collados*, Yerai Doval*, Eugenio Martínez-Cámara, Luis Espinosa-Anke, Francesco Barbieri and Steven Schockaert.
Learning Cross-lingual Embeddings from Twitter via Distant Supervision. [paper] [data]
ICWSM 2020, Atlanta, USA, to appear.
| Jose Camacho-Collados, Luis Espinosa-Anke and Steven Schockaert.
Relational Word Embeddings. [paper]
ACL 2019, Florence, Italy.
| Jose Camacho-Collados, Luis Espinosa-Anke, Shoaib Jameel and Steven Schockaert.
A Latent Variable Model for Learning Distributional Relation Vectors. [paper] [data&code]
IJCAI 2019, Macau, China.
|Roberta Sinoara, Jose Camacho-Collados, Rafael G. Rossi, Roberto Navigli and Solange O. Rezende.
Knowledge-enhanced document embeddings for text classification. [paper] [data]
Knowledge-Based Systems (2019).
April 2020. Given the current situation, Taher Pilehvar and I have decided to openly release the first draft of our book Embeddings in Natural Language Processing. We also thank Morgan and Claypool for agreeing to this early release.
September 2019. Will deliver a course on Embeddings in Natural Language Processing at the ESSLLI 2020 summer school, with Taher Pilehvar.
August 2019. Got a Google AI Award from the Machine Learning Education with TensorFlow 2.0 scheme (15,000$)!
March 2019. Started as a lecturer in the School of Computer Science and Informatics at Cardiff University!