Archivio Istituzionale della RicercaPASTOR, ELIANA
PASTOR, ELIANA
Dipartimento di Automatica e Informatica
046375
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data
In corso di stampa Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation
In corso di stampa REGE CAMBRIN, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
Leveraging confidence models for identifying challenging data subgroups in speech models
In corso di stampa 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
Prioritizing Data Acquisition For End-to-End Speech Model Improvement
In corso di stampa Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; de Alfaro, Luca; Baralis, Elena
Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings
2024 Concialdi, Giuseppe; Koudounas, Alkis; Pastor, Eliana; Di Eugenio, Barbara; Baralis, Elena
MAINDZ at SemEval-2024 Task 5: CLUEDO-Choosing Legal oUtcome by Explaining Decision through Oversight
2024 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco
A Hierarchical Approach to Anomalous Subgroup Discovery
2023 Pastor, Eliana; Baralis, Elena; de Alfaro, Luca
Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers
2023 Perotti, Alan; Bertolotto, Simone; Pastor, Eliana; Panisson, André
Exploring Subgroup Performance In End-to-End Speech Models
2023 Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Cagliero, Luca; de Alfaro, Luca; Baralis, ELENA MARIA; Amberti, Daniele
ferret: a Framework for Benchmarking Explainers on Transformers
2023 Attanasio, Giuseppe; Pastor, Eliana; Di Bonaventura, Chiara; Nozza, Debora
ITALIC: An Italian Intent Classification Dataset
2023 Koudounas, Alkis; LA QUATRA, Moreno; Vaiani, Lorenzo; Colomba, Luca; Attanasio, Giuseppe; Pastor, Eliana; Cagliero, Luca; Baralis, Elena
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction
2023 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Baralis, Elena; Cagliero, Luca; Tarasconi, Francesco
Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection
2022 Attanasio, Giuseppe; Nozza, Debora; Pastor, Eliana; Hovy, Dirk
How Divergent Is Your Data?
2021 Pastor, Eliana; Gavgavian, Andrew; Baralis, Elena; de Alfaro, Luca
Looking for Trouble: Analyzing Classifier Behavior via Pattern Divergence
2021 Pastor, Eliana; de Alfaro, Luca; Baralis, Elena
Bring Your Own Data to X-PLAIN
2020 Pastor, E.; Baralis, E.
Evaluating espresso coffee quality by means of time-series feature engineering
2020 Apiletti, D.; Pastor, E.; Callà, R.; Baralis, E.
PoliTeam@AMI: Improving Sentence Embedding Similarity with Misogyny Lexicons for Automatic Misogyny Identification in Italian Tweets
2020 Attanasio, Giuseppe; Pastor, Eliana
Enhancing Interpretability of Black Box Models by means of Local Rules
2019 Pastor, Eliana; Baralis, ELENA MARIA
Explaining black box models by means of local rules
2019 Pastor, E.; Baralis, E.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data / Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena. - (In corso di stampa). (Intervento presentato al convegno IEEE International Conference Application of Information and Communication Technologies tenutosi a Torino). | In corso di stampa | Poeta,EleonoraGiobergia,FlavioPastor,ElianaCerquitelli,TaniaBaralis,Elena | - |
| 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 |
| 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 |
| 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 |
| 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.pdf; A_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.pdf; 978-3-031-44067-0_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.pdf; Exploring_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.pdf; 2023.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.pdf; koudounas23_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 |
| 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 |
| 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.pdf; 3448016.3457284.pdf |
| Bring Your Own Data to X-PLAIN / Pastor, E.; Baralis, E.. - In: PROCEEDINGS - ACM-SIGMOD INTERNATIONAL CONFERENCE ON MANAGEMENT OF DATA. - ISSN 0730-8078. - (2020), pp. 2805-2808. (Intervento presentato al convegno 2020 ACM SIGMOD International Conference on Management of Data, SIGMOD 2020 tenutosi a usa nel 2020) [10.1145/3318464.3384710]. | 1-gen-2020 | Pastor E.Baralis E. | 3318464.3384710.pdf; X_PLAIN_SIGMOD_2020.pdf |
| Evaluating espresso coffee quality by means of time-series feature engineering / Apiletti, D.; Pastor, E.; Callà, R.; Baralis, E.. - ELETTRONICO. - 2578:(2020). (Intervento presentato al convegno Workshops of the 23rd International Conference on Extending Database Technology/23rd International Conference on Database Theory, EDBT-ICDT-WS 2020 tenutosi a dnk nel 2020). | 1-gen-2020 | Apiletti D.Pastor E.Baralis E. + | DARLIAP5.pdf |
| PoliTeam@AMI: Improving Sentence Embedding Similarity with Misogyny Lexicons for Automatic Misogyny Identification in Italian Tweets / Attanasio, Giuseppe; Pastor, Eliana. - ELETTRONICO. - 2765:(2020). (Intervento presentato al convegno Evaluation Campaign of Natural Language Processing and Speech tools for Italian tenutosi a Online nel 17 December 2020). | 1-gen-2020 | Attanasio, GiuseppePastor, Eliana | PoliTeam_AMI2020_Attanasio_Pastor_Preprint.pdf; EVALITA2020_paper142.pdf |
| Enhancing Interpretability of Black Box Models by means of Local Rules / Pastor, Eliana; Baralis, ELENA MARIA. - ELETTRONICO. - (2019). (Intervento presentato al convegno 6th ACM Celebration of Women in Computing: womENcourage 2019 tenutosi a Rome (Italy) nel 16-18 September 2019). | 1-gen-2019 | Eliana PastorElena Baralis | womENcourage_2019_paper_69.pdf |
| Explaining black box models by means of local rules / Pastor, E.; Baralis, E.. - ELETTRONICO. - 147772:(2019), pp. 510-517. (Intervento presentato al convegno 34th Annual ACM Symposium on Applied Computing, SAC 2019 tenutosi a Limassol (CY) nel 2019) [10.1145/3297280.3297328]. | 1-gen-2019 | Pastor E.Baralis E. | - |