PASTOR, ELIANA

PASTOR, ELIANA  

Dipartimento di Automatica e Informatica  

046375  

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Citazione Data di pubblicazione Autori File
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation / REGE CAMBRIN, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo. - (In corso di stampa). (Intervento presentato al convegno European Conference on Computer Vision). In corso di stampa Daniele Rege CambrinEleonora PoetaEliana PastorTania CerquitelliElena BaralisPaolo Garza ECCV_2024_CVPPA.pdf
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data / Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena. - (2024). (Intervento presentato al convegno IEEE International Conference Application of Information and Communication Technologies tenutosi a Turin (ITA) nel 25-27 September 2024) [10.1109/AICT61888.2024.10740444]. 1-gen-2024 Poeta, EleonoraGiobergia, FlavioPastor, ElianaCerquitelli, TaniaBaralis, Elena A_Benchmarking_Study_of_Kolmogorov-Arnold_Networks_on_Tabular_Data (1).pdf
A Contrastive Learning Approach to Mitigate Bias in Speech Models / Koudounas, Alkis; Giobergia, Flavio; Pastor, Eliana; Baralis, Elena. - (2024), pp. 827-831. (Intervento presentato al convegno Interspeech 2024 tenutosi a Kos (GRC) nel 1-5 September 2024) [10.21437/interspeech.2024-1219]. 1-gen-2024 Koudounas, AlkisGiobergia, FlavioPastor, ElianaBaralis, Elena koudounas24b_interspeech.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
Assessing Speech Model Performance: A Subgroup Perspective / Koudounas, Alkis; Pastor, Eliana; Baralis, Elena. - 3741:(2024), pp. 101-111. (Intervento presentato al convegno SEBD 2024: 32nd Symposium on Advanced Database System tenutosi a Villasimius, Sardinia (IT) nel 23-26 June, 2024). 1-gen-2024 Koudounas, AlkisPastor, ElianaBaralis, Elena paper64.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
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features / Pastor, Eliana; Koudounas, Alkis; Attanasio, Giuseppe; Hovy, Dirk; Baralis, Elena. - 1: Long Papers:(2024), pp. 2221-2238. (Intervento presentato al convegno 18th Conference of the European Chapter of the Association for Computational Linguistics tenutosi a Malta nel March 17-22, 2024). 1-gen-2024 Eliana PastorAlkis KoudounasElena Baralis + 2024.eacl-long.136.pdf
FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting / Cheng, Shu-Ling; Yeh, Chin-Yuan; Chen, Ting-An; Pastor, Eliana; Chen, Ming-Syan. - 38:(2024), pp. 11498-11506. (Intervento presentato al convegno Thirty-Eighth AAAI Conference on Artificial Intelligence Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence tenutosi a Vancouver (CAN) nel February 20–27, 2024) [10.1609/aaai.v38i10.29031]. 1-gen-2024 Pastor, Eliana + 29031-Article Text-33085-1-2-20240324.pdf
Intersectional fair ranking via subgroup divergence / Pastor, Eliana; Bonchi, Francesco. - In: DATA MINING AND KNOWLEDGE DISCOVERY. - ISSN 1384-5810. - 38:4(2024), pp. 2186-2222. [10.1007/s10618-024-01029-8] 1-gen-2024 Pastor, Eliana + s10618-024-01029-8.pdf
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. - ELETTRONICO. - (2024), pp. 134-138. (Intervento presentato al convegno 2024 IEEE International Conference on Acoustics, Speech and Signal Processing Workshop (ICASSPW) tenutosi a Seoul (KOR) nel 14-19 April, 2024) [10.1109/ICASSPW62465.2024.10626001]. 1-gen-2024 Koudounas, AlkisPastor, ElianaMazzia, VittorioGueudre, ThomasAttanasio, GiuseppeCagliero, LucaCumani, Sandrode Alfaro, LucaBaralis, Elena + leveraging-confidence-models-for-identifying-challenging-data-subgroups-in-speech-models.pdfLeveraging_Confidence_Models_for_Identifying_Challenging_Data_Subgroups_in_Speech_Models.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) [10.18653/v1/2023.semeval-1.144]. 1-gen-2024 Irene BenedettoAlkis KoudounasLorenzo VaianiEliana PastorLuca Cagliero + 2024.semeval-1.144.pdf
Prioritizing Data Acquisition For End-to-End Speech Model Improvement / Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; de Alfaro, Luca; Baralis, Elena. - ELETTRONICO. - (2024), pp. 7000-7004. (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/ICASSP48485.2024.10446326]. 1-gen-2024 Koudounas, AlkisPastor, ElianaAttanasio, Giuseppede Alfaro, LucaBaralis, Elena Paper.pdfPrioritizing_Data_Acquisition_for_end-to-end_Speech_Model_Improvement.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