PASTOR, ELIANA

PASTOR, ELIANA  

Dipartimento di Automatica e Informatica  

046375  

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Leveraging confidence models for identifying challenging data subgroups in speech models / Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Attanasio, Giuseppe; Cagliero, Luca; Cumani, Sandro; de Alfaro, Luca; Baralis, Elena; Amberti, Daniele. - (In corso di stampa). (Intervento presentato al convegno 2024 IEEE International Conference on Acoustics, Speech and Signal Processing Workshop (ICASSPW) tenutosi a Seoul, Korea nel 14-19 April, 2024). In corso di stampa Koudounas,AlkisPastor,ElianaCagliero,LucaCumani,SandroBaralis,Elena + leveraging-confidence-models-for-identifying-challenging-data-subgroups-in-speech-models.pdf
Prioritizing Data Acquisition For End-to-End Speech Model Improvement / Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; de Alfaro, Luca; Baralis, Elena. - (In corso di stampa). (Intervento presentato al convegno 2024 IEEE International Conference on Acoustics, Speech and Signal Processing). In corso di stampa Koudounas,AlkisPastor,ElianaBaralis,Elena + Paper.pdf
Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings / Concialdi, Giuseppe; Koudounas, Alkis; Pastor, Eliana; Di Eugenio, Barbara; Baralis, Elena. - (2024), pp. 1146-1150. (Intervento presentato al convegno 2024 IEEE International Conference on Acoustics, Speech and Signal Processing tenutosi a Seoul (KOR) nel 14-19 April, 2024) [10.1109/icassp48485.2024.10448078]. 1-gen-2024 Koudounas, AlkisPastor, ElianaBaralis, Elena + Ainur_Harmonizing_Speed_and_Quality_in_Deep_Music_Generation_Through_Lyrics-Audio_Embeddings.pdf
Boosting court judgment prediction and explanation using legal entities / Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco; Baralis, Elena. - In: ARTIFICIAL INTELLIGENCE AND LAW. - ISSN 0924-8463. - ELETTRONICO. - (2024), pp. 1-36. [10.1007/s10506-024-09397-8] 1-gen-2024 Benedetto, IreneKoudounas, AlkisVaiani, LorenzoPastor, ElianaCagliero, LucaBaralis, Elena + s10506-024-09397-8.pdf
MAINDZ at SemEval-2024 Task 5: CLUEDO-Choosing Legal oUtcome by Explaining Decision through Oversight / Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco. - (2024), pp. 997-1005. (Intervento presentato al convegno SemEval-2024 (Workshop of ACL) tenutosi a Mexico City (MEX) nel 20-21 June, 2024). 1-gen-2024 Irene BenedettoAlkis KoudounasLorenzo VaianiEliana PastorLuca Cagliero + 2024.semeval-1.144.pdf
Towards Comprehensive Subgroup Performance Analysis in Speech Models / Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Cagliero, Luca; Cumani, Sandro; de Alfaro, Luca; Baralis, Elena; Amberti, Daniele. - In: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING. - ISSN 2329-9290. - 32:(2024), pp. 1468-1480. [10.1109/taslp.2024.3363447] 1-gen-2024 Koudounas, AlkisPastor, ElianaCagliero, LucaCumani, SandroBaralis, Elena + Towards_Comprehensive_Subgroup_Performance_Analysis_in_Speech_Models.pdf
A Hierarchical Approach to Anomalous Subgroup Discovery / Pastor, Eliana; Baralis, Elena; de Alfaro, Luca. - (2023), pp. 2647-2659. (Intervento presentato al convegno 39th IEEE International Conference on Data Engineering (ICDE 2023) tenutosi a Anaheim, California (USA) nel April 3–7, 2023) [10.1109/ICDE55515.2023.00203]. 1-gen-2023 Pastor, ElianaBaralis, Elenade Alfaro, Luca ICDE_H-DivEplorer_Hierarchiacal_approach.pdfA_Hierarchical_Approach_to_Anomalous_Subgroup_Discovery.pdf
Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers / Perotti, Alan; Bertolotto, Simone; Pastor, Eliana; Panisson, André. - 1902:(2023), pp. 525-548. (Intervento presentato al convegno World Conference on eXplainable Artificial Intelligence. xAI 2023 tenutosi a Lisboa (Portugal) nel July 26–28, 2023) [10.1007/978-3-031-44067-0_27]. 1-gen-2023 Bertolotto, SimonePastor, Eliana + 2308.00607.pdf978-3-031-44067-0_27.pdf
Exploring Subgroup Performance In End-to-End Speech Models / Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Cagliero, Luca; de Alfaro, Luca; Baralis, ELENA MARIA; Amberti, Daniele. - (2023), pp. 1-5. (Intervento presentato al convegno 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) tenutosi a Rhodes Island (Greece) nel 4-10 June 2023) [10.1109/ICASSP49357.2023.10095284]. 1-gen-2023 Alkis KoudounasEliana PastorLuca CaglieroElena Baralis + ICASSP23__Divergent_behaviors_in_E2E_systems.pdfExploring_Subgroup_Performance_in_End-to-End_Speech_Models.pdf
ferret: a Framework for Benchmarking Explainers on Transformers / Attanasio, Giuseppe; Pastor, Eliana; Di Bonaventura, Chiara; Nozza, Debora. - ELETTRONICO. - (2023), pp. 256-266. (Intervento presentato al convegno European Chapter of the Association for Computational Linguistics tenutosi a Dubrovnik, Croatia nel 2-6 May, 2023). 1-gen-2023 Pastor, Eliana + ferret_EACL23_Demo.pdf2023.eacl-demo.29.pdf
ITALIC: An Italian Intent Classification Dataset / Koudounas, Alkis; LA QUATRA, Moreno; Vaiani, Lorenzo; Colomba, Luca; Attanasio, Giuseppe; Pastor, Eliana; Cagliero, Luca; Baralis, Elena. - ELETTRONICO. - (2023), pp. 2153-2157. (Intervento presentato al convegno INTERSPEECH 2023 tenutosi a Dublin (Ireland) nel 20 August - 24 August 2023) [10.21437/Interspeech.2023-1980]. 1-gen-2023 Alkis KoudounasMoreno La QuatraLorenzo VaianiLuca ColombaGiuseppe AttanasioEliana PastorLuca CaglieroElena Baralis italic_oa.pdfkoudounas23_interspeech.pdf
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction / Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Baralis, Elena; Cagliero, Luca; Tarasconi, Francesco. - ELETTRONICO. - (2023), pp. 1401-1411. (Intervento presentato al convegno SemEval-2023 (Workshop of ACL) tenutosi a Toronto (CAN) nel July 9–14, 2023) [10.18653/v1/2023.semeval-1.194]. 1-gen-2023 Irene BenedettoAlkis KoudounasLorenzo VaianiEliana PastorElena BaralisLuca Cagliero + 2023.semeval-1.194.pdf
Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection / Attanasio, Giuseppe; Nozza, Debora; Pastor, Eliana; Hovy, Dirk. - (2022), pp. 100-112. (Intervento presentato al convegno Association for Computational Linguistics) [10.18653/v1/2022.nlppower-1.11]. 1-gen-2022 Attanasio, GiuseppePastor, Eliana + 2022.nlppower-1.11.pdf
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case / Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide. - In: COMPUTERS IN INDUSTRY. - ISSN 0166-3615. - ELETTRONICO. - 134:(2022), p. 103554. [10.1016/j.compind.2021.103554] 1-gen-2022 Giordano, DaniloGiobergia, FlavioPastor, ElianaLa Macchia, AntonioCerquitelli, TaniaBaralis, ElenaMellia, MarcoTricarico, Davide 1-s2.0-S0166361521001615-main.pdfGiordano_PREPIPE.pdf
Semantic Image Collection Summarization with Frequent Subgraph Mining / Pasini, Andrea; Giobergia, Flavio; Pastor, Eliana; Baralis, ELENA MARIA. - In: IEEE ACCESS. - ISSN 2169-3536. - 10:(2022), pp. 131747-131764. [10.1109/ACCESS.2022.3229654] 1-gen-2022 andrea pasiniflavio giobergiaeliana pastorelena baralis Semantic_Image_Collection_Summarization_With_Frequent_Subgraph_Mining.pdf
Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case / Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 180 (115109):(2021). [10.1016/j.eswa.2021.115109] 1-gen-2021 Giordano, DaniloPastor, ElianaGiobergia, FlavioCerquitelli, TaniaBaralis, ElenaMellia, MarcoNeri, AlessandraTricarico, Davide Giordano_ExpertSystemPredictiveMaincenance_Final.pdfGiordano_ExpertSystemPredictiveMaincenance.pdfGiordano_ExpertPostprint.pdf
How Divergent Is Your Data? / Pastor, Eliana; Gavgavian, Andrew; Baralis, Elena; de Alfaro, Luca. - ELETTRONICO. - 14:(2021), pp. 2835-2838. (Intervento presentato al convegno 47th International Conference on Very Large Data Bases) [10.14778/3476311.3476357]. 1-gen-2021 Pastor, ElianaBaralis, Elena + p2835-pastor.pdf
Identifying Biased Subgroups in Ranking and Classification / Pastor, Eliana; de Alfaro, Luca; Baralis, ELENA MARIA. - ELETTRONICO. - (2021). [10.48550/arxiv.2108.07450] 1-gen-2021 Eliana PastorElena Baralis + 2108.07450.pdf
Looking for Trouble: Analyzing Classifier Behavior via Pattern Divergence / Pastor, Eliana; de Alfaro, Luca; Baralis, Elena. - ELETTRONICO. - (2021), pp. 1400-1412. (Intervento presentato al convegno SIGMOD/PODS '21: International Conference on Management of Data tenutosi a Virtual Event, China nel June 20–25, 2021) [10.1145/3448016.3457284]. 1-gen-2021 Pastor, ElianaBaralis, Elena + DivExplorer_SIGMOD_2021_Pastor_deAlfaro_Baralis.pdf3448016.3457284.pdf
Pattern-based algorithms for Explainable AI / Pastor, Eliana. - (2021 Oct 22), pp. 1-167. 22-ott-2021 PASTOR, ELIANA phd_thesis_pastor_pdfa.pdfsummary_phd_thesis_pastor_pdfa.pdf