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These are some of my publications as a researcher in Machine Learning and
Natural Language Processing:

**Cardellino, C.**, Collias, T., Molinet, B., Hain, E., Sun, W., Agerri, R.,
Villata, S., Cabrio, E. "ANTIDOTE: ArgumeNtaTIon-Driven explainable artificial
intelligence fOr digiTal mEdicine". _27TH European Conference on Artificial
Intelligence_, October 2024, Santiago de Compostela, Spain.
[[DOI](https://doi.org/10.3233/FAIA241028)] [[PDF](/assets/pdf/ECAI-2024.pdf)]

**Cardellino, C.**, Villata, S., Cabrio, E. "From Political Debates to
Deliberative Democracy: A Roadmap to Assess Semi-Supervised Argument Mining
with DISPUTool". _DELITE 2024 The First Workshop on Language-driven
Deliberation Technology_, May 2024, Torino, Italy.
[[HAL](https://hal.science/hal-04567307)] [[PDF](/assets/pdf/DELITE-2024.pdf)]

**Cardellino, C.**, and Carrascosa, R. 2022. "A Study on Title Encoding Methods
for E-Commerce Downstream Tasks". _The International FLAIRS Conference
Proceedings 35 (May)_. https://doi.org/10.32473/flairs.v35i.130550
Proceedings 35 (May)_. [[DOI](https://doi.org/10.32473/flairs.v35i.130550)]
[[PDF](/assets/pdf/FLAIRS-2022-ML.pdf)]

**Cardellino, C.**, and Carrascosa, R. 2021. "A Study on Multiple Tasks for
E-Commerce Marketplaces". _The International FLAIRS Conference Proceedings 34
(April)_. https://doi.org/10.32473/flairs.v34i1.128469
(April)_. [[DOI](https://doi.org/10.32473/flairs.v34i1.128469)]
[[PDF](/assets/pdf/FLAIRS-2021-ML.pdf)]

Furman, D. A., Marro, S., **Cardellino, C.**, Popa, D. N., & Alonso Alemany, L.
(2021). "You can simply rely on communities for a robust characterization of
stances". _The International FLAIRS Conference Proceedings, 34. (April)_.
https://doi.org/10.32473/flairs.v34i1.128515
[[DOI](https://doi.org/10.32473/flairs.v34i1.128515)]
[[PDF](/assets/pdf/FLAIRS-2021-UNC.pdf)]

**Cardellino, C.**, Alonso Alemany, L., Teruel, M., Villata, S., and
Marro, S. "Convolutional ladder networks for Legal NERC and the impact of
unsupervised data in better generalizations." _The Thirty-Second International
Flairs Conference_. 2019. [[PDF](/assets/pdf/FLAIRS-2019.pdf)]
Flairs Conference_. 2019. [[HAL](https://hal.science/hal-02381093v1)]
[[PDF](/assets/pdf/FLAIRS-2019.pdf)]

Teruel, M., **Cardellino, C.**, Cardellino F., Alonso Alemany, L. and Villata,
S., 2018, May. "Increasing Argument Annotation Reproducibility by Using
Inter-annotator Agreement to Improve Guidelines". In _Proceedings of the
Eleventh International Conference on Language Resources and Evaluation (LREC
2018)_. [[PDF](/assets/pdf/LREC-2018-Proceedings.pdf)]
2018)_. [[ACL](https://aclanthology.org/L18-1640/)]
[[PDF](/assets/pdf/LREC-2018-Proceedings.pdf)]

Teruel, M., **Cardellino, C.**, Cardellino, F., Alonso Alemany, L., and Villata,
S. "Legal text processing within the MIREL project". In _1st Workshop on
Expand All @@ -47,21 +61,23 @@ Nacional de Córdoba. Argentina. [[PDF](/assets/pdf/THESIS-2018.pdf)]
**Cardellino, C.** and Alonso Alemany, L. "Exploring the impact of word
embeddings for disjoint semisupervised Spanish verb sense disambiguation".
_Inteligencia Artificial, [S.l.], v. 21, n. 61, p. 67-81, mar. 2018. ISSN
1988-3064._ [[PDF](/assets/pdf/IBERAMIA-2018.pdf)]
1988-3064._ [[DOI](https://doi.org/10.4114/intartif.vol21iss61pp67-81)]
[[PDF](/assets/pdf/IBERAMIA-2018.pdf)]

**Cardellino, C.**, Teruel, M., Alonso Alemany, L. and Villata, S., 2017, June.
"A Low-cost, High-coverage Legal Named Entity Recognizer, Classifier and
Linker". In _16th International Conference on Artificial Intelligence and Law
(ICAIL-2017)_. [[PDF](/assets/pdf/ICAIL-2017.pdf)]
(ICAIL-2017)_. [[DOI](https://dl.acm.org/doi/10.1145/3086512.3086514)]
[[PDF](/assets/pdf/ICAIL-2017.pdf)]

**Cardellino, C.**, Teruel, M., Alonso Alemany, L., and Villata, S.
"Ontology Population and Alignment for the Legal Domain: YAGO, Wikipedia and
LKIF." In _ISWC (Posters, Demos & Industry Tracks)_. 2017.
[[PDF](/assets/pdf/ISWC-2017.pdf)]
[[HAL](https://hal.science/hal-01643665)] [[PDF](/assets/pdf/ISWC-2017.pdf)]

**Cardellino, C.**, Teruel, M., Alonso Alemany, L. and Villata, S., 2017. "Legal
NERC with ontologies, Wikipedia and curriculum learning". _EACL 2017_, p.254.
[[PDF](/assets/pdf/EACL-2017.pdf)]
[[ACL](https://aclanthology.org/E17-2041/)] [[PDF](/assets/pdf/EACL-2017.pdf)]

**Cardellino, C.**, Alonso Alemany, L. (2017). "Disjoint semi-supervised spanish
verb sense disambiguation using word embeddings". In _XVIII Simposio Argentino
Expand All @@ -75,16 +91,18 @@ study for Legal Cases". _ESSLLI 2017 Student Session_, p.232.
**Cardellino, C.**, Milagro Teruel, Laura Alonso Alemany, and Serena Villata.
"Learning Slowly To Learn Better: Curriculum Learning for Legal Ontology
Population." In _The Thirtieth International Flairs Conference_. 2017.
[[PDF](/assets/pdf/FLAIRS-2017.pdf)]
[[HAL](https://hal.science/hal-01572442v1)] [[PDF](/assets/pdf/FLAIRS-2017.pdf)]

**Cardellino, C.**, Villata, S., Alonso Alemany, L. and Cabrio, E., 2015,
April. "Information extraction with active learning: A case study in legal
text". In _Proceedings of the 16th International Conference on Intelligence Text
Processing and Computational Linguistics (CICLing 2015)_.
[[HAL](https://hal.science/hal-01171856v1)]
[[PDF](/assets/pdf/CICLING-2015.pdf)]

**Cardellino, C.**, Villata, S., Gandon, F., Governatori, G., Lam, H.P. and
Rotolo, A., 2014, October. Licentia: a tool for supporting users in data
licensing on the web of data. In _Proceedings of the 2014 International
Rotolo, A., 2014, October. "Licentia: a tool for supporting users in data
licensing on the web of data". In _Proceedings of the 2014 International
Conference on Posters & Demonstrations Track-Volume 1272_ (pp. 277-280).
[[DOI](https://dl.acm.org/doi/10.5555/2878453.2878523)]
[[PDF](/assets/pdf/ISWC-2014.pdf)]
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