Danilo Croce

Associate Professor at University of Rome Tor Vergata. Research in NLP, Large Language Models, Multimodality, Human-Robot Interaction.

Publications

Here is a full list of my publications (auto-generated from BibTeX):

2025

  1. Borazio, F., Croce, D., & Basili, R. (2025). Adapting LLMs for Domain-Specific Retrieval: A Case Study in Nuclear Safety. In C. Hauff, C. Macdonald, D. Jannach, G. Kazai, F. M. Nardini, F. Pinelli, F. Silvestri, & N. Tonellotto (Eds.), Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part V (Vol. 15576, pp. 116–122). Springer. https://doi.org/10.1007/978-3-031-88720-8_20

2024

  1. Croce, D., Smirnov, A., Tiburzi, L., Travaglini, S., Costa, R., Calabrese, A., Basili, R., Ghiron, N. L., & Melino, G. (2024). AI-driven transcriptomic encoders: From explainable models to accurate, sample-independent cancer diagnostics. Expert Syst. Appl., 258, 125126. https://doi.org/10.1016/J.ESWA.2024.125126
  2. Brunello, A., & Croce, D. (2024). Special Issue: Selected papers from the AIxIA 2023 Workshops. Intelligenza Artificiale, 18(1), 5–8. https://doi.org/10.3233/IA-240071
  3. Borazio, F., Hromei, C. D., Passone, E., Croce, D., & Basili, R. (2024). MM-IGLU-IT: Multi-modal Interactive Grounded Language Understanding in Italian. In A. Artale, G. Cortellessa, & M. Montali (Eds.), AIxIA 2024 - Advances in Artificial Intelligence - XXIIIrd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2024, Bolzano, Italy, November 25-28, 2024, Proceedings (Vol. 15450, pp. 64–78). Springer. https://doi.org/10.1007/978-3-031-80607-0_6
  4. Attanasio, G., Basile, P., Borazio, F., Croce, D., Francis, M., Gili, J., Musacchio, E., Nissim, M., Patti, V., Rinaldi, M., & Scalena, D. (2024). CALAMITA: Challenge the Abilities of LAnguage Models in ITAlian. In F. Dell’Orletta, A. Lenci, S. Montemagni, & R. Sprugnoli (Eds.), Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), Pisa, Italy, December 4-6, 2024 (Vol. 3878). CEUR-WS.org. https://ceur-ws.org/Vol-3878/116_calamita_preface_long.pdf
  5. Hromei, C. D., Croce, D., Delmonte, R., & Basili, R. (2024). La Non Canonica L’hai Studiata? Exploring LLMs and Sentence Canonicity in Italian. In F. Dell’Orletta, A. Lenci, S. Montemagni, & R. Sprugnoli (Eds.), Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), Pisa, Italy, December 4-6, 2024 (Vol. 3878). CEUR-WS.org. https://ceur-ws.org/Vol-3878/51_main_long.pdf
  6. Scaiella, A., Costanzo, S., Passone, E., Croce, D., & Gambosi, G. (2024). Leveraging Large Language Models for Fact Verification in Italian. In F. Dell’Orletta, A. Lenci, S. Montemagni, & R. Sprugnoli (Eds.), Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), Pisa, Italy, December 4-6, 2024 (Vol. 3878). CEUR-WS.org. https://ceur-ws.org/Vol-3878/97_main_long.pdf
  7. Hromei, C. D., Margiotta, D., Croce, D., & Basili, R. (2024). MM-IGLU: Multi-Modal Interactive Grounded Language Understanding. In N. Calzolari, M.-Y. Kan, V. Hoste, A. Lenci, S. Sakti, & N. Xue (Eds.), Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy (pp. 11440–11451). ELRA and ICCL. https://aclanthology.org/2024.lrec-main.1000
  8. Scaiella, A., Margiotta, D., Hromei, C. D., Croce, D., & Basili, R. (2024). Evaluating Multimodal Large Language Models for Visual Question-Answering in Italian. In G. Bonetta, C. D. Hromei, L. Siciliani, & M. A. Stranisci (Eds.), Proceedings of the Eight Workshop on Natural Language for Artificial Intelligence (NL4AI 2024) co-located with 23th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2024), Bolzano, Italy, November 26th-27th, 2024 (Vol. 3877). CEUR-WS.org. https://ceur-ws.org/Vol-3877/paper8.pdf

2023

  1. Hromei, C. D., Croce, D., & Basili, R. (2023). Grounding End-to-End Pre-trained architectures for Semantic Role Labeling in multiple languages. Intelligenza Artificiale, 17(2), 173–191. https://doi.org/10.3233/IA-230012
  2. Tamantini, C., di Luzio, F. S., Hromei, C. D., Cristofori, L., Croce, D., Cammisa, M., Cristofaro, A., Marabello, M. V., Basili, R., & Zollo, L. (2023). Integrating Physical and Cognitive Interaction Capabilities in a Robot-Aided Rehabilitation Platform. IEEE Syst. J., 17(4), 6516–6527. https://doi.org/10.1109/JSYST.2023.3317504
  3. Hromei, C. D., Croce, D., Basile, V., & Basili, R. (2023). Scaling Large Language Models to the Extreme: Neural Semantic Processing of Multiple Tasks in Italian. In R. Basili, D. Lembo, C. Limongelli, & A. Orlandini (Eds.), AIxIA 2023 - Advances in Artificial Intelligence - XXIInd International Conference of the Italian Association for Artificial Intelligence, AIxIA 2023, Rome, Italy, November 6-9, 2023, Proceedings (Vol. 14318, pp. 172–186). Springer. https://doi.org/10.1007/978-3-031-47546-7_12
  4. Hromei, C. D., Croce, D., & Basili, R. (2023). End-to-end Dependency Parsing via Auto-regressive Large Language Model. In F. Boschetti, G. E. Lebani, B. Magnini, & N. Novielli (Eds.), Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30 - December 2, 2023 (Vol. 3596). CEUR-WS.org. https://ceur-ws.org/Vol-3596/paper28.pdf
  5. Margiotta, D., Croce, D., & Basili, R. (2023). TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic Similarity. In D. Conte, A. Fred, O. Gusikhin, & C. Sansone (Eds.), Deep Learning Theory and Applications - 4th International Conference, DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings (Vol. 1875, pp. 295–307). Springer. https://doi.org/10.1007/978-3-031-39059-3_20
  6. Hromei, C. D., Croce, D., Basile, V., & Basili, R. (2023). ExtremITA at EVALITA 2023: Multi-Task Sustainable Scaling to Large Language Models at its Extreme. In M. Lai, S. Menini, M. Polignano, V. Russo, R. Sprugnoli, & G. Venturi (Eds.), Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), Parma, Italy, September 7th-8th, 2023 (Vol. 3473). CEUR-WS.org. https://ceur-ws.org/Vol-3473/paper13.pdf
  7. Margiotta, D., Croce, D., Rotoloni, M., Cacciamani, B., & Basili, R. (2023). Business Knowledge and Neural Learning: organisation-specific transformer via semantic pre-training. In F. Falchi, F. Giannotti, A. Monreale, C. Boldrini, S. Rinzivillo, & S. Colantonio (Eds.), Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023), Pisa, Italy, May 29-30, 2023 (Vol. 3486, pp. 500–505). CEUR-WS.org. https://ceur-ws.org/Vol-3486/88.pdf
  8. Hromei, C. D., Margiotta, D., Croce, D., & Basili, R. (2023). An End-to-end Transformer-based Model for Interactive Grounded Language Understanding. In E. Bassignana, D. Brunato, M. Polignano, & A. Ramponi (Eds.), Proceedings of the Seventh Workshop on Natural Language for Artificial Intelligence (NL4AI 2023) co-located with 22th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), Rome, Italy, November 6th-7th, 2023 (Vol. 3551). CEUR-WS.org. https://ceur-ws.org/Vol-3551/paper14.pdf
  9. Croce, D., & Soldaini, L. (Eds.). (2023). Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023 - System Demonstrations, Dubrovnik, Croatia, May 2-4, 2023. Association for Computational Linguistics. https://aclanthology.org/volumes/2023.eacl-demo/

2022

  1. Hromei, C. D., Croce, D., & Basili, R. (2022). Grounding end-to-end Architectures for Semantic Role Labeling in Human Robot Interaction. In D. Nozza, L. C. Passaro, & M. Polignano (Eds.), Proceedings of the Sixth Workshop on Natural Language for Artificial Intelligence (NL4AI 2022) co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), Udine, November 30th, 2022 (Vol. 3287, pp. 24–38). CEUR-WS.org. https://ceur-ws.org/Vol-3287/paper5.pdf
  2. Squadrone, L., Croce, D., & Basili, R. (2022). Ethics by Design for Intelligent and Sustainable Adaptive Systems. In A. Dovier, A. Montanari, & A. Orlandini (Eds.), AIxIA 2022 - Advances in Artificial Intelligence - XXIst International Conference of the Italian Association for Artificial Intelligence, AIxIA 2022, Udine, Italy, November 28 - December 2, 2022, Proceedings (Vol. 13796, pp. 154–167). Springer. https://doi.org/10.1007/978-3-031-27181-6_11
  3. Hromei, C. D., Cristofori, L., Croce, D., & Basili, R. (2022). Embedding Contextual Information in Seq2seq Models for Grounded Semantic Role Labeling. In A. Dovier, A. Montanari, & A. Orlandini (Eds.), AIxIA 2022 - Advances in Artificial Intelligence - XXIst International Conference of the Italian Association for Artificial Intelligence, AIxIA 2022, Udine, Italy, November 28 - December 2, 2022, Proceedings (Vol. 13796, pp. 472–485). Springer. https://doi.org/10.1007/978-3-031-27181-6_33
  4. Croce, D., Filice, S., Castellucci, G., & Basili, R. (2022). Learning to Generate Examples for Semantic Processing Tasks. In M. Carpuat, M.-C. de Marneffe, & Ruı́z Iván Vladimir Meza (Eds.), Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2022, Seattle, WA, United States, July 10-15, 2022 (pp. 4587–4601). Association for Computational Linguistics. https://doi.org/10.18653/v1/2022.naacl-main.340

2021

  1. Breazzano, C., Croce, D., & Basili, R. (2021). Multi-task and Generative Adversarial Learning for Robust and Sustainable Text Classification. In S. Bandini, F. Gasparini, V. Mascardi, M. Palmonari, & G. Vizzari (Eds.), AIxIA 2021 - Advances in Artificial Intelligence - 20th International Conference of the Italian Association for Artificial Intelligence, Virtual Event, December 1-3, 2021, Revised Selected Papers (Vol. 13196, pp. 228–244). Springer. https://doi.org/10.1007/978-3-031-08421-8_16
  2. Nastro, F. F., Croce, D., Schmidt, S., Basili, R., & Schultze-Lutter, F. (2021). Insideout project: Using big data and machine learning for prevention in psychiatry. European Psychiatry, 64(S1), S343–S343. https://doi.org/10.1192/j.eurpsy.2021.919
  3. Margiotta, D., Croce, D., Rotoloni, M., Cacciamani, B., & Basili, R. (2021). Knowledge-Based Neural Pre-training for Intelligent Document Management. In S. Bandini, F. Gasparini, V. Mascardi, M. Palmonari, & G. Vizzari (Eds.), AIxIA 2021 - Advances in Artificial Intelligence - 20th International Conference of the Italian Association for Artificial Intelligence, Virtual Event, December 1-3, 2021, Revised Selected Papers (Vol. 13196, pp. 564–579). Springer. https://doi.org/10.1007/978-3-031-08421-8_39
  4. Basile, V., Novielli, N., Croce, D., Barbieri, F., Nissim, M., & Patti, V. (2021). Sentiment Polarity Classification at EVALITA: Lessons Learned and Open Challenges. IEEE Trans. Affect. Comput., 12(2), 466–478. https://doi.org/10.1109/TAFFC.2018.2884015
  5. Castellucci, G., Filice, S., Croce, D., & Basili, R. (2021). Learning to Solve NLP Tasks in an Incremental Number of Languages. In C. Zong, F. Xia, W. Li, & R. Navigli (Eds.), Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 2: Short Papers), Virtual Event, August 1-6, 2021 (pp. 837–847). Association for Computational Linguistics. https://doi.org/10.18653/v1/2021.acl-short.106
  6. Breazzano, C., Croce, D., & Basili, R. (2021). MT-GAN-BERT: Multi-Task and Generative Adversarial Learning for Sustainable Language Processing. In E. Cabrio, D. Croce, L. C. Passaro, & R. Sprugnoli (Eds.), Proceedings of the Fifth Workshop on Natural Language for Artificial Intelligence (NL4AI 2021) co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2021), Online event, November 29, 2021 (Vol. 3015). CEUR-WS.org. http://ceur-ws.org/Vol-3015/paper133.pdf
  7. Cristofori, L., Hromei, C. D., di Luzio, F. S., Tamantini, C., Cordella, F., Croce, D., Zollo, L., & Basili, R. (2021). HeAL9000: an Intelligent Rehabilitation Robot. In P. Lucas & F. Stella (Eds.), Proceedings of the Workshop on Towards Smarter Health Care: Can Artificial Intelligence Help? co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), Anywhere, November 29th, 2021 (Vol. 3060, pp. 29–41). CEUR-WS.org. http://ceur-ws.org/Vol-3060/paper-4.pdf
  8. Croce, D., Passaro, L. C., Lenci, A., & Basili, R. (2021). GQA-it: Italian Question Answering on Image Scene Graphs. In E. Fersini, M. Passarotti, & V. Patti (Eds.), Proceedings of the Eighth Italian Conference on Computational Linguistics, CLiC-it 2021, Milan, Italy, January 26-28, 2022 (Vol. 3033). CEUR-WS.org. http://ceur-ws.org/Vol-3033/paper42.pdf
  9. Cabrio, E., Croce, D., Passaro, L. C., & Sprugnoli, R. (Eds.). (2021). Proceedings of the Fifth Workshop on Natural Language for Artificial Intelligence (NL4AI 2021) co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2021), Online event, November 29, 2021 (Vol. 3015). CEUR-WS.org. http://ceur-ws.org/Vol-3015

2020

  1. Passaro, L. C., Maro, M. D., Basile, V., & Croce, D. (2020). Lessons Learned from EVALITA 2020 and Thirteen Years of Evaluation of Italian Language Technology. Italian Journal of Computational Linguistics.
  2. Croce, D., Castellucci, G., & Basili, R. (2020). Adversarial training for few-shot text classification. Intelligenza Artificiale, 14(2), 201–214. https://doi.org/10.3233/IA-200051
  3. Rossini, D., Croce, D., Mancini, S., Pellegrino, M., & Basili, R. (2020). Actionable Ethics through Neural Learning. The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 5537–5544. https://ojs.aaai.org/index.php/AAAI/article/view/6005
  4. Croce, D., Castellucci, G., & Basili, R. (2020). GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples. In D. Jurafsky, J. Chai, N. Schluter, & J. R. Tetreault (Eds.), Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, ACL 2020, Online, July 5-10, 2020 (pp. 2114–2119). Association for Computational Linguistics. https://doi.org/10.18653/v1/2020.acl-main.191
  5. Brambilla, S., Croce, D., Tamburini, F., & Basili, R. (2020). Automatic Induction of FrameNet lexical units in Italian. In J. Monti, F. Dell’Orletta, & F. Tamburini (Eds.), Proceedings of the Seventh Italian Conference on Computational Linguistics, CLiC-it 2020, Bologna, Italy, March 1-3, 2021 (Vol. 2769). CEUR-WS.org. http://ceur-ws.org/Vol-2769/paper_81.pdf
  6. Basile, V., Croce, D., Maro, M. D., & Passaro, L. C. (2020). EVALITA 2020: Overview of the 7th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. In V. Basile, D. Croce, M. D. Maro, & L. C. Passaro (Eds.), Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), Online event, December 17th, 2020 (Vol. 2765). CEUR-WS.org. http://ceur-ws.org/Vol-2765/overview.pdf
  7. Breazzano, C., Rubino, E., Croce, D., & Basili, R. (2020). UNITOR @ DANKMEME: Combining Convolutional Models and Transformer-based architectures for accurate MEME management. In V. Basile, D. Croce, M. D. Maro, & L. C. Passaro (Eds.), Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), Online event, December 17th, 2020 (Vol. 2765). CEUR-WS.org. http://ceur-ws.org/Vol-2765/paper139.pdf
  8. Giorgioni, S., Politi, M., Salman, S., Basili, R., & Croce, D. (2020). UNITOR @ Sardistance2020: Combining Transformer-based Architectures and Transfer Learning for Robust Stance Detection. In V. Basile, D. Croce, M. D. Maro, & L. C. Passaro (Eds.), Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), Online event, December 17th, 2020 (Vol. 2765). CEUR-WS.org. http://ceur-ws.org/Vol-2765/paper99.pdf
  9. Basile, P., Basile, V., Croce, D., & Cabrio, E. (Eds.). (2020). Proceedings of the 4th Workshop on Natural Language for Artificial Intelligence (NL4AI 2020) co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2020), Anywhere, November 25th-27th, 2020 (Vol. 2735). CEUR-WS.org. http://ceur-ws.org/Vol-2735
  10. Basile, V., Croce, D., Maro, M. D., & Passaro, L. C. (Eds.). (2020). Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), Online event, December 17th, 2020 (Vol. 2765). CEUR-WS.org. http://ceur-ws.org/Vol-2765
  11. Zanzotto, F. M., Bono, V., Vocca, P., Santilli, A., Croce, D., Gambosi, G., & Basili, R. (2020). GASP! Generating Abstracts of Scientific Papers from Abstracts of Cited Papers. CoRR, abs/2003.04996. https://arxiv.org/abs/2003.04996
  12. Vanzo, A., Croce, D., Bastianelli, E., Basili, R., & Nardi, D. (2020). Grounded language interpretation of robotic commands through structured learning. Artificial Intelligence, 278. https://doi.org/10.1016/j.artint.2019.103181

2019

  1. Scaiella, A., Croce, D., & Basili, R. (2019). Large scale datasets for Image and Video Captioning in Italian. Italian Journal of Computational Linguistics, 2(5), 49–60. http://www.ai-lc.it/IJCoL/v5n2/IJCOL_5_2_3___scaiella_et_al.pdf
  2. Croce, D., Castellucci, G., & Basili, R. (2019). Kernel-Based Generative Adversarial Networks for Weakly Supervised Learning. AI*IA 2019 - Advances in Artificial Intelligence - XVIIIth International Conference of the Italian Association for Artificial Intelligence, Rende, Italy, November 19-22, 2019, Proceedings, 336–347. https://doi.org/10.1007/978-3-030-35166-3_24
  3. Croce, D., Rossini, D., & Basili, R. (2019). Auditing Deep Learning processes through Kernel-based Explanatory Models. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference On Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 4035–4044. https://doi.org/10.18653/v1/D19-1415
  4. Croce, D., Filice, S., & Basili, R. (2019). Making sense of kernel spaces in neural learning. Computer Speech & Language, 58, 51–75. https://doi.org/10.1016/j.csl.2019.03.006
  5. Croce, D., Rossini, D., & Basili, R. (2019). Neural embeddings: accurate and readable inferences based on semantic kernels. Natural Language Engineering, 25(4), 519–541. https://doi.org/10.1017/S1351324919000238
  6. Croce, D., Brandi, G., & Basili, R. (2019). Deep Bidirectional Transformers for Italian Question Answering. Proceedings of the Sixth Italian Conference on Computational Linguistics, Bari, Italy, November 13-15, 2019. http://ceur-ws.org/Vol-2481/paper25.pdf
  7. Croce, D., Zelenanska, A., & Basili, R. (2019). Enabling deep learning for large scale question answering in Italian. Intelligenza Artificiale, 13(1), 49–61. https://doi.org/10.3233/IA-190018
  8. Croce, D., Basili, R., Lombardo, V., & Ceccaldi, E. (2019). Automatic Recognition of Narrative Drama Units: A Structured Learning Approach. Proceedings of Text2Story - 2nd Workshop on Narrative Extraction From Texts, Co-Located with the 41st European Conference on Information Retrieval, Text2Story@ECIR 2019, Cologne, Germany, April 14th, 2019, 81–88. http://ceur-ws.org/Vol-2342/paper10.pdf

2018

  1. Croce, D., & Basili, R. (2018). A Markovian Kernel-based Approach for itaLIan Speech acT labEliNg. Proceedings of the Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2018) Co-Located with the Fifth Italian Conference on Computational Linguistics (CLiC-It 2018), Turin, Italy, December 12-13, 2018. http://ceur-ws.org/Vol-2263/paper029.pdf
  2. Santilli, A., Croce, D., & Basili, R. (2018). A Kernel-based Approach for Irony and Sarcasm Detection in Italian. Proceedings of the Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2018) Co-Located with the Fifth Italian Conference on Computational Linguistics (CLiC-It 2018), Turin, Italy, December 12-13, 2018. http://ceur-ws.org/Vol-2263/paper023.pdf
  3. Croce, D., Rossini, D., & Basili, R. (2018). On the Readability of Deep Learning Models: the role of Kernel-based Deep Architectures. Proceedings of the Fifth Italian Conference on Computational Linguistics (CLiC-It 2018), Torino, Italy, December 10-12, 2018. http://ceur-ws.org/Vol-2253/paper71.pdf
  4. Croce, D., Zelenanska, A., & Basili, R. (2018). Neural Learning for Question Answering in Italian. AI*IA 2018 - Advances in Artificial Intelligence - XVIIth International Conference of the Italian Association for Artificial Intelligence, Trento, Italy, November 20-23, 2018, Proceedings, 389–402. https://doi.org/10.1007/978-3-030-03840-3_29
  5. Basile, P., Basile, V., Croce, D., & Polignano, M. (2018). Overview of the EVALITA 2018 Aspect-based Sentiment Analysis Task (ABSITA). Proceedings of the Sixth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2018) Co-Located with the Fifth Italian Conference on Computational Linguistics (CLiC-It 2018), Turin, Italy, December 12-13, 2018. http://ceur-ws.org/Vol-2263/paper003.pdf
  6. Basile, P., Basile, V., Croce, D., Dell’Orletta, F., & Guerini, M. (Eds.). (2018). Proceedings of the 2nd Workshop on Natural Language for Artificial Intelligence (NL4AI 2018) co-located with 17th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2018), Trento, Italy, November 22nd to 23rd, 2018 (Vol. 2244). CEUR-WS.org. http://ceur-ws.org/Vol-2244
  7. Filice, S., Castellucci, G., Martino, G. D. S., Moschitti, A., Croce, D., & Basili, R. (2018). KeLP: A kernel-based learning platform. Journal of Machine Learning Research, 18, 1–5. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048766980&partnerID=40&md5=b09450c19fa4e0de3ae6429ab1dcc5c4

2017

  1. Bastianelli, E., Castellucci, G., Croce, D., Basili, R., & Nardi, D. (2017). Structured learning for spoken language understanding in human-robot interaction. International Journal of Robotics Research, 36(5-7). https://doi.org/10.1177/0278364917691112
  2. Basili, R., & Croce, D. (2017). Structured knowledge and kernel-based learning: The case of grounded spoken language learning in interactive robotics. Proceedings of the AI*IA Workshop on Deep Understanding and Reasoning: A Challenge for Next-Generation Intelligent Agents (URANIA 2016), 1802, 63–68. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85015884034&partnerID=40&md5=89e0ed7c91a5d98d2c15b05c26f4d8c3
  3. Basile, P., Croce, D., & Guerini, M. (2017). Introduction to the first workshop on natural language for artificial intelligence. Proceedings of the 1st Workshop on Natural Language for Artificial Intelligence, 1983, 1–3. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85034981096&partnerID=40&md5=70b100f6e32c5c23a14fe853bc686349
  4. Masotti, C., Croce, D., & Basili, R. (2017). Deep learning for automatic image captioning in poor training conditions. Proceedings of the Forth Italian Conference on Computational Linguistics (CLiC-It 2017), 2006. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85037352398&partnerID=40&md5=8d7d8eea35d763b5c827b096496f2826
  5. Basili, R., Croce, D., & Castellucci, G. (2017). Dynamic polarity lexicon acquisition for advanced social media analytics. International Journal of Engineering Business Management, 9, 1–18. https://doi.org/10.1177/1847979017744916
  6. Basili, R., Brambilla, S., Croce, D., & Tamburini, F. (2017). Developing a large scale FrameNet for Italian: The IFrameNet experience. Proceedings of the Forth Italian Conference on Computational Linguistics (CLiC-It 2017), 2006. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85037348145&partnerID=40&md5=9cfa3d68b52fb4fbe9ee0203b5fa44e0
  7. Croce, D., Filice, S., & Basili, R. (2017). On the Impact of Linguistic Information in Kernel-Based Deep Architectures. AI*IA 2017 Advances in Artificial Intelligence - XVIth International Conference of the Italian Association for Artificial Intelligence, Bari, Italy, November 14-17, 2017, Proceedings, 359–371. https://doi.org/10.1007/978-3-319-70169-1_27
  8. Croce, D., Filice, S., Castellucci, G., & Basili, R. (2017). Deep learning in semantic kernel spaces. ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers), 1, 345–354. https://doi.org/10.18653/v1/P17-1032
  9. Croce, D., Filice, S., & Basili, R. (2017). Effective and scalable kernel-based language learning via stratified Nyström methods. Intelligenza Artificiale, 11(2), 93–116. https://doi.org/10.3233/IA-170109
  10. Basili, R., Bellomaria, V., Bugge, N. J., Croce, D., Michele, F. D., Nastro, F. F., Nastro, P. F., Michel, C., Schmidt, S., & Schultze-Lutter, F. (2017). Monitoring Adolescents’ Distress using Social Web data as a Source: the InsideOut Project. Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-It 2017), Rome, Italy, December 11-13, 2017. http://ceur-ws.org/Vol-2006/paper042.pdf

2016

  1. Vanzo, A., Croce, D., Bastianelli, E., Gemignani, G., Basili, R., & Nardi, D. (2016). Dialogue with Robots to Support Symbiotic Autonomy. Dialogues with Social Robots - Enablements, Analyses, and Evaluation, Seventh International Workshop on Spoken Dialogue Systems, IWSDS 2016, Saariselkä, Finland, January 13-16, 2016, 331–342. https://doi.org/10.1007/978-981-10-2585-3_27
  2. Croce, D., & Basili, R. (2016). Large-Scale Kernel-Based Language Learning Through the Ensemble Nystrom Methods. Advances in Information Retrieval - 38th European Conference on IR Research, ECIR 2016, Padua, Italy, March 20-23, 2016. Proceedings, 100–112. https://doi.org/10.1007/978-3-319-30671-1_8
  3. Castellucci, G., Croce, D., & Basili, R. (2016). Context-aware Convolutional Neural Networks for Twitter Sentiment Analysis in Italian. Proceedings of Third Italian Conference on Computational Linguistics (CLiC-It 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), Napoli, Italy, December 5-7, 2016. http://ceur-ws.org/Vol-1749/paper_029.pdf
  4. Croce, D., Castellucci, G., & Basili, R. (2016). Injecting Sentiment Information in Context-aware Convolutional Neural Networks. Proceedings of the 7th Italian Information Retrieval Workshop, Venezia, Italy, May 30-31, 2016. http://ceur-ws.org/Vol-1653/paper_3.pdf
  5. Vanzo, A., Croce, D., Basili, R., & Nardi, D. (2016). Context-aware Spoken Language Understanding for Human Robot Interaction. Proceedings of Third Italian Conference on Computational Linguistics (CLiC-It 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), Napoli, Italy, December 5-7, 2016. http://ceur-ws.org/Vol-1749/paper55.pdf
  6. Croce, D., Filice, S., & Basili, R. (2016). Nyström Methods for Efficient Kernel-Based Methods for Community Question Answering. Proceedings of Third Italian Conference on Computational Linguistics (CLiC-It 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), Napoli, Italy, December 5-7, 2016. http://ceur-ws.org/Vol-1749/paper19.pdf
  7. Filice, S., Croce, D., Moschitti, A., & Basili, R. (2016). KeLP at SemEval-2016 task 3: Learning semantic relations between questions and answers. SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings, 1116–1123. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85029360826&partnerID=40&md5=bd14a51a5e633c8023684a634c6b2aab
  8. Castellucci, G., Croce, D., & Basili, R. (2016). A language independent method for generating large scale polarity lexicons. Proceedings of the 10th International Conference on Language Resources and Evaluation, LREC 2016, 38–45. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85037096995&partnerID=40&md5=8b8a10c9a7a0b0ff283ac6b463efa523
  9. Castellucci, G., Croce, D., Cao, D. D., & Basili, R. (2016). User Mood Tracking for Opinion Analysis on Twitter. AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29 - December 1, 2016, Proceedings, 76–88. https://doi.org/10.1007/978-3-319-49130-1_7
  10. Vanzo, A., Croce, D., Castellucci, G., Basili, R., & Nardi, D. (2016). Spoken Language Understanding for Service Robotics in Italian. AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29 - December 1, 2016, Proceedings, 477–489. https://doi.org/10.1007/978-3-319-49130-1_35
  11. Bastianelli, E., Croce, D., Vanzo, A., Basili, R., & Nardi, D. (2016). A discriminative approach to grounded spoken language understanding in interactive robotics. Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2016), 2016-January, 2747–2753. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85006168086&partnerID=40&md5=8f4b15648d2fa4753a9094d812b8fefd
  12. Barbieri, F., Basile, V., Croce, D., Nissim, M., Novielli, N., & Patti, V. (2016). Overview of the Evalita 2016 SENTIment POLarity Classification Task. Proceedings of Third Italian Conference on Computational Linguistics (CLiC-It 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), Napoli, Italy, December 5-7, 2016. http://ceur-ws.org/Vol-1749/paper_026.pdf
  13. Vanzo, A., Croce, D., Bastianelli, E., Basili, R., & Nardi, D. (2016). Robust Spoken Language Understanding for House Service Robots. Polibits, 54, 11–16. https://doi.org/10.17562/PB-54-2

2015

  1. Filice, S., Croce, D., & Basili, R. (2015). A stratified strategy for efficient kernel-based learning. Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI 2015), 3, 2239–2245. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959919502&partnerID=40&md5=d73e5ed6e12c8aeac0b01e49c0e0d3bf
  2. Croce, D., Filice, S., & Basili, R. (2015). Distributional Models for Lexical Semantics: An Investigation of Different Representations for Natural Language Learning. In Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project (pp. 115–134). Springer. https://doi.org/10.1007/978-3-319-14206-7_6
  3. Basili, R., Annesi, P., Castellucci, G., & Croce, D. (2015). A Compositional Perspective in Convolution Kernels. Proceedings of the 6th Italian Information Retrieval Workshop, Cagliari, Italy, May 25-26, 2015. http://ceur-ws.org/Vol-1404/paper_14.pdf
  4. Castellucci, G., Croce, D., & Basili, R. (2015). Acquiring an Italian polarity lexicon through distributional methods. Proceedings of the 6th Italian Information Retrieval Workshop (IIR 2015), 1404. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938535672&partnerID=40&md5=5867b645274bcd90e1257780eae03a3b
  5. Filice, S., Castellucci, G., Croce, D., & Basili, R. (2015). KeLP: A kernel-based learning platform for natural language processing. ACL-IJCNLP 2015 - 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, Proceedings of System Demonstrations, 19–24. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84944322439&partnerID=40&md5=43ce9574d43860789b0ed4242f0391c5
  6. Bastianelli, E., Croce, D., Basili, R., & Nardi, D. (2015). Using semantic maps for robust natural language interaction with robots. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2015-January, 1393–1397. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959099395&partnerID=40&md5=0ebf665e7a4f16d96bd207bfd568835a
  7. Castellucci, G., Croce, D., & Basili, R. (2015). Bootstrapping large scale polarity lexicons through advanced distributional methods. Proceedings of the 14th Conference of the Italian Association for Artificial Intelligence (AIxIA 2015), 9336 LNCS, 329–342. https://doi.org/10.1007/978-3-319-24309-2_25
  8. Croce, D., Basili, R., & Moschitti, A. (2015). Semantic Tree Kernels for Statistical Natural Language Learning. In Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project (pp. 93–113). Springer. https://doi.org/10.1007/978-3-319-14206-7_5
  9. Bastianelli, E., Croce, D., Basili, R., & Nardi, D. (2015). Using Semantic Models for Robust Natural Language Human Robot Interaction. AI*IA 2015, Advances in Artificial Intelligence - XIVth International Conference of the Italian Association for Artificial Intelligence, Ferrara, Italy, September 23-25, 2015, Proceedings, 343–356. https://doi.org/10.1007/978-3-319-24309-2_26
  10. Castellucci, G., Croce, D., & Basili, R. (2015). Acquiring a Large Scale Polarity Lexicon Through Unsupervised Distributional Methods. Natural Language Processing and Information Systems - 20th International Conference on Applications of Natural Language to Information Systems, NLDB 2015 Passau, Germany, June 17-19, 2015 Proceedings, 73–86. https://doi.org/10.1007/978-3-319-19581-0_6
  11. Bastianelli, E., Iocchi, L., Nardi, D., Castellucci, G., Croce, D., & Basili, R. (2015). RoboCup@Home spoken corpus: Using robotic competitions for gathering datasets. In Proceedings of the Robot Soccer World Cup (RoboCup 2015), 8992, 19–30. https://doi.org/10.1007/978-3-319-18615-3_2

2014

  1. Filice, S., Castellucci, G., Croce, D., & Basili, R. (2014). Effective Kernelized Online Learning in Language Processing Tasks. Advances in Information Retrieval - 36th European Conference on IR Research, ECIR 2014, Amsterdam, The Netherlands, April 13-16, 2014. Proceedings, 347–358. https://doi.org/10.1007/978-3-319-06028-6_29
  2. Annesi, P., Croce, D., & Basili, R. (2014). Semantic compositionality in tree kernels. CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management, 1029–1038. https://doi.org/10.1145/2661829.2661955
  3. Vanzo, A., Croce, D., & Basili, R. (2014). A context-based model for sentiment analysis in twitter. Proceedings of the 25th International Conference on Computational Linguistics (COLING 2014), 2345–2354. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84937448823&partnerID=40&md5=b33cc0dd427f7741229594971cdc1270
  4. Bastianelli, E., Castellucci, G., Croce, D., Basili, R., & Nardi, D. (2014). Effective and Robust Natural Language Understanding for Human-Robot Interaction. ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic - Including Prestigious Applications of Intelligent Systems (PAIS 2014), 57–62. https://doi.org/10.3233/978-1-61499-419-0-57
  5. Basili, R., Ciapetti, A., Croce, D., Marino, V., Salvatore, P., & Storch, V. (2014). Enabling Enterprise Semantic Search through Language Technologies: the ProgressIt Experience. Proceedings of the 5th Italian Information Retrieval Workshop, Roma, Italy, January 20-21, 2014, 51–62. http://ceur-ws.org/Vol-1127/paper8.pdf
  6. Bastianelli, E., Castellucci, G., Croce, D., Iocchi, L., Basili, R., & Nardi, D. (2014). HuRIC: A human robot interaction corpus. Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014, 4519–4526. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84994256487&partnerID=40&md5=ce3808543a15cb6cb8b3a5b7c5798750
  7. Vanzo, A., Castellucci, G., Croce, D., & Basili, R. (2014). A context based model for Sentiment Analysis in Twitter for the Italian Language. First Italian Conference on Computational Linguistics.
  8. Castellucci, G., Croce, D., De Cao, D., & Basili, R. (2014). A Multiple Kernel Approach for Twitter Sentiment Analysis in Italian. Evalita 2014.
  9. Castellucci, G., Filice, S., Croce, D., & Basili, R. (2014). UNITOR: Aspect Based Sentiment Analysis with Structured Learning. SemEval 2014, 761.

2013

  1. Filice, S., Croce, D., & Basili, R. (2013). A Robust Machine Learning Approach for Signal Separation and Classification. Pattern Recognition and Image Analysis - 6th Iberian Conference, IbPRIA 2013, Funchal, Madeira, Portugal, June 5-7, 2013. Proceedings, 749–757. https://doi.org/10.1007/978-3-642-38628-2_89
  2. Cao, D. D., Storch, V., Croce, D., & Basili, R. (2013). INSEARCH: A Platform for Enterprise Semantic Search. Proceedings of the 4th Italian Information Retrieval Workshop, Pisa, Italy, January 16-17, 2013, 104–115. http://ceur-ws.org/Vol-964/paper16.pdf
  3. Bastianelli, E., Croce, D., Nardi, D., & Basili, R. (2013). UNITOR-HMM-TK: Structured kernel-based learning for spatial role labeling. Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013), 2, 573–579. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85040546154&partnerID=40&md5=1bf530a00b947d640a3390c455c0dbd0
  4. Filice, S., Croce, D., Basili, R., & Zanzotto, F. M. (2013). Linear online learning over structured data with distributed tree kernels. Proceedings - 2013 12th International Conference on Machine Learning and Applications, ICMLA 2013, 1, 123–128. https://doi.org/10.1109/ICMLA.2013.28
  5. Filice, S., Castellucci, G., Croce, D., & Basili, R. (2013). Robust language learning via efficient budgeted online algorithms. Proceedings - IEEE 13th International Conference on Data Mining Workshops, ICDMW 2013, 913–920. https://doi.org/10.1109/ICDMW.2013.87
  6. Castellucci, G., Filice, S., Croce, D., & Basili, R. (2013). UNITOR: Combining syntactic and semantic kernels for twitter sentiment analysis. Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013), 2, 369–374. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84926013794&partnerID=40&md5=2d8de3699237c919f65ac45d919f6146
  7. Croce, D., Storch, V., & Basili, R. (2013). UNITOR-CORE TYPED: Combining Text Similarity and Semantic Filters through SV Regression. Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013), 1, 59–65. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84973882381&partnerID=40&md5=a8e5b2c48376f095db804d2477d3b3b1
  8. Garzoli, F., Croce, D., Nardini, M., Ciambra, F., & Basili, R. (2013). Robust Requirements Analysis in Complex Systems through Machine Learning. Communications in Computer and Information Science, 379 CCIS, 44–58. https://doi.org/10.1007/978-3-642-45260-4_4
  9. Croce, D., Garzoli, F., Montesi, M., De Cao, D., & Basili, R. (2013). Enabling advanced business intelligence in Divino. Proceedings of the 7th International Workshop on Information Filtering and Retrieval Co-Located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), 1109, 61–72. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84909594520&partnerID=40&md5=c7a6228856b04db84f119fbcd2bf4e90
  10. Emanuele, B., Castellucci, G., Croce, D., & Basili, R. (2013). Textual Inference and Meaning Representation in Human Robot Interaction. Joint Symposium on Semantic Processing., 65.

2012

  1. Croce, D., Storch, V., Annesi, P., & Basili, R. (2012). Distributional compositional semantics and text similarity. Proceedings - IEEE 6th International Conference on Semantic Computing, ICSC 2012, 242–249. https://doi.org/10.1109/ICSC.2012.63
  2. Croce, D., & Basili, R. (2012). Proceedings of the Italian Information Retrieval Workshop (IIR 2012). CEUR Workshop Proceedings, 835, 133–143. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84892177496&partnerID=40&md5=8bd93bd539de9754bb203e59c28b9fe5
  3. Croce, D., Moschitti, A., Basili, R., & Palmer, M. (2012). Verb classification using distributional similarity in syntactic and semantic structures. 50th Annual Meeting of the Association for Computational Linguistics, ACL 2012 - Proceedings of the Conference, 1, 263–272. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84878191112&partnerID=40&md5=1175e2145266a2f8161ff60f21f94c22
  4. Annesi, P., Storch, V., Croce, D., & Basili, R. (2012). Algebraic compositional models for semantic similarity in ranking and clustering. Proceedings of the Italian Information Retrieval Workshop (IIR 2012), 835, 155–166. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84892169120&partnerID=40&md5=6132e6b39e92166f7d7053325b0f4dc5
  5. Nardini, M., Ciambra, F., Garzoli, F., Croce, D., De Cao, D., & Basili, R. (2012). Machine learning technologies for the requirements analysis in complex systems. 22nd Annual International Symposium of the International Council on Systems Engineering, INCOSE 2012 and the 8th Biennial European Systems Engineering Conference 2012, EuSEC 2012, 1, 372–386. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84883496312&partnerID=40&md5=6367f5cad99e8ad19544f9bb73dafe6f
  6. Croce, D., Filice, S., & Basili, R. (2012). Distributional models and lexical semantics in convolution kernels. International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2012), 7181 LNCS(PART 1), 336–348. https://doi.org/10.1007/978-3-642-28604-9_28
  7. Croce, D., Annesi, P., Storch, V., & Basili, R. (2012). UNITOR: Combining semantic text similarity functions through SV Regression. *SEM 2012: The First Joint Conference on Lexical and Computational Semantics – Volume 1: Proceedings of the Main Conference and the Shared Task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation (SemEval 2012), 2, 597–602. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85040635623&partnerID=40&md5=2cb2117c92edb57173bed98475cc1573
  8. Croce, D., Castellucci, G., & Bastianelli, E. (2012). Structured learning for semantic role labeling. Intelligenza Artificiale, 6(2), 163–176. https://doi.org/10.3233/IA-120035

2011

  1. Croce, D., Bastianelli, E., & Castellucci, G. (2011). Structured Kernel-Based Learning for the Frame Labeling over Italian Texts. Evaluation of Natural Language and Speech Tools for Italian, International Workshop, EVALITA 2011, Rome, Italy, January 24-25, 2012, Revised Selected Papers, 220–229. https://doi.org/10.1007/978-3-642-35828-9_24
  2. Croce, D., Moschitti, A., & Basili, R. (2011). Semantic convolution kernels over dependency trees: Smoothed partial tree kernel. Proceedings of the 20th ACM International Conference on Information and Knowledge Management (CIKM 2011), 2013–2016. https://doi.org/10.1145/2063576.2063878
  3. Croce, D., Moschitti, A., & Basili, R. (2011). Structured lexical similarity via convolution kernels on dependency trees. EMNLP 2011 - Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference, 1034–1046. https://www.scopus.com/inward/record.uri?eid=2-s2.0-80053238554&partnerID=40&md5=6fd9d4ef4be418f531a21f5c4f23a1d4
  4. Prezioso, S., Croce, D., & Zanzotto, F. M. (2011). Reading what machines "think": A challenge for nanotechnology. Journal of Computational and Theoretical Nanoscience, 8(10), 2066–2071. https://doi.org/10.1166/jctn.2011.1927
  5. Croce, D., & Basili, R. (2011). Structured learning for semantic role labeling. The Congress of the Italian Association for Artificial Intelligence (AIxIA 2011), 6934 LNAI, 238–249. https://doi.org/10.1007/978-3-642-23954-0_23
  6. Basili, R., Giannone, C., Croce, D., & Domeniconi, C. (2011). Latent topic models of surface syntactic information. The Congress of the Italian Association for Artificial Intelligence (AIxIA 2011), 6934 LNAI, 225–237. https://doi.org/10.1007/978-3-642-23954-0_22

2010

  1. Basili, R., Croce, D., Giannone, C., & De Cao, D. (2010). Acquiring IE patterns through distributional lexical semantic models. Proceedings of the 11th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2010), 6008 LNCS, 512–524. https://doi.org/10.1007/978-3-642-12116-6_44
  2. Croce, D., Giannone, C., Annesi, P., & Basili, R. (2010). Towards open-domain Semantic Role Labeling. ACL 2010 - 48th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, 237–246. https://www.scopus.com/inward/record.uri?eid=2-s2.0-80052982604&partnerID=40&md5=a2c7be671a3a94fe08578ddf56fc6d5c
  3. Zanzotto, F. M., & Croce, D. (2010). Comparing EEG/ERP-like and fMRI-like techniques for reading machine thoughts. Proceedings of the International Conference on Brain Informatics (BI 2010), 6334 LNAI, 133–144. https://doi.org/10.1007/978-3-642-15314-3_13
  4. De Cao, D., Croce, D., & Basili, R. (2010). Extensive evaluation of a framenet-wordnet mapping resource. Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010, 2752–2757. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85037332870&partnerID=40&md5=fc4795901d667c5bc38bb116783d32d6

2009

  1. Zanzotto, F. M., & Croce, D. (2009). Reading what machines "think". Proceedings of the International Conference on Brain Informatics (BI 2009), 5819 LNAI, 159–170. https://doi.org/10.1007/978-3-642-04954-5_26
  2. Basili, R., Croce, D., De Cao, D., & Giannone, C. (2009). Learning semantic roles for ontology patterns. Proceedings - 2009 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT Workshops 2009, 3, 291–294. https://doi.org/10.1109/WI-IAT.2009.285
  3. Giannone, C., Croce, D., & Basili, R. (2009). Semantic word spaces for robust role labeling. 8th International Conference on Machine Learning and Applications, ICMLA 2009, 261–266. https://doi.org/10.1109/ICMLA.2009.117
  4. Giannone, C., Croce, D., Basili, R., & De Cao, D. (2009). A robust geometric model for argument classification. International Conference of the Italian Association for Artificial Intelligence (AIxIA 2009), 5883 LNAI, 284–293. https://doi.org/10.1007/978-3-642-10291-2_29
  5. Basili, R., Cao, D. D., Croce, D., Coppola, B., & Moschitti, A. (2009). Cross-Language frame semantics transfer in bilingual corpora. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5449 LNCS, 332–345. https://doi.org/10.1007/978-3-642-00382-0_27

2008

  1. Pennacchiotti, M., De Cao, D., Basili, R., Croce, D., & Roth, M. (2008). Automatic induction of FrameNet lexical units. EMNLP 2008 - 2008 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference: A Meeting of SIGDAT, a Special Interest Group of the ACL, 457–465. https://www.scopus.com/inward/record.uri?eid=2-s2.0-77952728160&partnerID=40&md5=7292a6d3d9fe726ab25b6348a6a8efab
  2. De Cao, D., Croce, D., Pennacchiotti, M., & Basili, R. (2008). Combining word sense and usage for modeling frame semantics. Proceedings of the 2008 Conference on Semantics in Text Processing, 85–101.