Archivio Istituzionale della RicercaKOUDOUNAS, ALKIS
KOUDOUNAS, ALKIS
Dipartimento di Automatica e Informatica
070128
A Concept-based approach to Voice Disorder Detection
In corso di stampa Ghia, Davide; Ciravegna, Gabriele; Koudounas, Alkis; Fantini, Marco; Crosetti, Erika; Succo, Giovanni; Cerquitelli, Tania
"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding
2025 Koudounas, Alkis; Savelli, Claudio; Giobergia, Flavio; Baralis, Elena
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding
2025 Koudounas, Alkis; La Quatra, Moreno; Pastor, Eliana; Marco Siniscalchi, Sabato; Baralis, Elena
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs
2025 Cagliero, Luca; Vaiani, Lorenzo; Pastor, Eliana; Koudounas, Alkis; Baralis, Elena; Mazzia, Vittorio; Pollastrini, Sandro; Gueudre, Thomas; Giollo, Manuel; Amberti, Daniele; Wu, Yue
Exploring Generative Error Correction for Dysarthric Speech Recognition
2025 La Quatra, Moreno; Koudounas, Alkis; Mario Salerno, Valerio; Marco Siniscalchi, Sabato
MALTO at SemEval-2025 task 3: Detecting hallucinations in LLMs via uncertainty quantification and larger model validation
2025 Savelli, Claudio; Koudounas, Alkis; Giobergia, Flavio
Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses
2025 Liu, Qingqing; Ciravegna, Gabriele; Koudounas, Alkis; Cerquitelli, Tania; Baralis, Elena
MVP: Multi-source Voice Pathology detection
2025 Koudounas, Alkis; La Quatra, Moreno; Ciravegna, Gabriele; Fantini, Marco; Crosetti, Erika; Succo, Giovanni; Cerquitelli, Tania; Marco Siniscalchi, Sabato; Baralis, Elena
Privacy Preserving Data Selection for Bias Mitigation in Speech Models
2025 Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Cagliero, Luca; Cumani, Sandro; De Alfaro, Luca; Baralis, Elena; Amberti, Daniele
Quantum feature selection from interpretable models using qubo formulation
2025 Giobergia, Flavio; Savelli, Claudio; Koudounas, Alkis; Baralis, Elena Maria
Assessing Speech Model Performance: A Subgroup Perspective
2024 Koudounas, Alkis; Pastor, Eliana; Baralis, Elena
Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models
2024 Koudounas, Alkis; Giobergia, Flavio
Large Language Models-aided Literature Reviews: A Study on Few-Shot Relevance Classification
2024 Giobergia, Flavio; Koudounas, Alkis; 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
MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection
2024 Borra, Federico; Savelli, Claudio; Rosso, Giacomo; Koudounas, Alkis; Giobergia, Flavio
Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection - Vision paper
2024 Ciravegna, Gabriele; Koudounas, Alkis; Fantini, Marco; Cerquitelli, Tania; Baralis, Elena; Crosetti, Erika; Succo, Giovanni
Speech Analysis of Language Varieties in Italy
2024 LA QUATRA, Moreno; Koudounas, Alkis; Baralis, Elena; Marco Siniscalchi, Sabato
baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy
2023 Koudounas, Alkis; Giobergia, Flavio; Benedetto, Irene; Monaco, Simone; Cagliero, Luca; Apiletti, Daniele; Baralis, ELENA MARIA
Designing Logic Tensor Networks for Visual Sudoku puzzle classification
2023 Morra, Lia; Azzari, Alberto; Bergamasco, Letizia; Braga, Marco; Capogrosso, Luigi; Delrio, Federico; DI GIACOMO, Giuseppe; Eiraudo, Simone; Ghione, Giorgia; Giudice, Rocco; Koudounas, Alkis; Piano, Luca; REGE CAMBRIN, Daniele; Risso, Matteo; Rondina, Marco; Russo, ALESSANDRO SEBASTIAN; Russo, Marco; Taioli, Francesco; Vaiani, Lorenzo; Vercellino, Chiara
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Concept-based approach to Voice Disorder Detection / Ghia, D., Ciravegna, G., Koudounas, A., Fantini, M., Crosetti, E., Succo, G., Cerquitelli, T.. - (In corso di stampa). (European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2025 - Workshop & Tutorial Track Porto (PRT) September 15-19, 2025). | In corso di stampa | Davide GhiaGabriele CiravegnaAlkis KoudounasTania Cerquitelli + | - |
| "Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding / Koudounas, A., Savelli, C., Giobergia, F., Baralis, E.. - (2025), pp. 1768-1772. (Interspeech 2025 Rotterdam (NL) 17-21 August, 2025) [10.21437/Interspeech.2025-2607]. | 1-gen-2025 | Alkis KoudounasClaudio SavelliFlavio GiobergiaElena Baralis | koudounas25c_interspeech.pdf |
| "KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding / Koudounas, A., La Quatra, M., Pastor, E., Marco Siniscalchi, S., Baralis, E.. - (2025), pp. 4123-4127. (Interspeech 2025 Rotterdam (NL) 17-21 August, 2025) [10.21437/Interspeech.2025-1612]. | 1-gen-2025 | Alkis KoudounasEliana PastorElena Baralis + | koudounas25_interspeech.pdf |
| Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs / Cagliero, L., Vaiani, L., Pastor, E., Koudounas, A., Baralis, E., Mazzia, V., Pollastrini, S., Gueudre, T., Giollo, M., Amberti, D., Wu, Y.. - (2025), pp. 286-301. (63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025 Vienna (AT) 27Jul - 1 Aug 2025). | 1-gen-2025 | Cagliero, LucaVaiani, LorenzoPastor, ElianaKoudounas, AlkisBaralis, Elena + | 2025.findings-acl.16.pdf |
| Exploring Generative Error Correction for Dysarthric Speech Recognition / La Quatra, M., Koudounas, A., Mario Salerno, V., Marco Siniscalchi, S.. - (2025), pp. 3284-3288. (Interspeech 2025 Rotterdam (NL) 17-21 August, 2025) [10.21437/Interspeech.2025-1553]. | 1-gen-2025 | Alkis Koudounas + | laquatra25_interspeech.pdf |
| MALTO at SemEval-2025 task 3: Detecting hallucinations in LLMs via uncertainty quantification and larger model validation / Savelli, C., Koudounas, A., Giobergia, F.. - (2025), pp. 1318-1324. (19th International Workshop on Semantic Evaluation (SemEval-2025) Vienna (AT) July 31 - August 1, 2025). | 1-gen-2025 | Savelli ClaudioKoudounas AlkisGiobergia Flavio | 2025.semeval-1.175.pdf |
| Multimodal Fusion Techniques to Enhance Voice Disorder Diagnoses / Liu, Q., Ciravegna, G., Koudounas, A., Cerquitelli, T., Baralis, E.. - 3946:(2025). (Workshops of the EDBT/ICDT 2025 Joint Conference, DARLI-AP Workshop Barcelona (ESP) 25-28 March, 2025). | 1-gen-2025 | Gabriele CiravegnaAlkis KoudounasTania CerquitelliElena Baralis + | DARLI-AP-10.pdf |
| MVP: Multi-source Voice Pathology detection / Koudounas, A., La Quatra, M., Ciravegna, G., Fantini, M., Crosetti, E., Succo, G., Cerquitelli, T., Marco Siniscalchi, S., Baralis, E.. - (2025), pp. 3548-3552. (Interspeech 2025 Rotterdam (NL) 17-21 August, 2025) [10.21437/Interspeech.2025-1868]. | 1-gen-2025 | Alkis KoudounasTania CerquitelliElena Baralis + | koudounas25b_interspeech.pdf |
| Privacy Preserving Data Selection for Bias Mitigation in Speech Models / Koudounas, A., Pastor, E., Mazzia, V., Giollo, M., Gueudre, T., Reale, E., Cagliero, L., Cumani, S., De Alfaro, L., Baralis, E., Amberti, D.. - 6: Industry track:(2025), pp. 738-748. (63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025 Vienna (AT) 27Jul - 1 Aug 2025). | 1-gen-2025 | Koudounas, AlkisPastor, ElianaCagliero, LucaCumani, SandroBaralis, Elena + | 2025.acl-industry.52.pdf |
| Quantum feature selection from interpretable models using qubo formulation / Giobergia, F., Savelli, C., Koudounas, A., Baralis, E.M.. - (2025). (CLEF 2025 Madrid (ESP) 9 – 12 September 2025). | 1-gen-2025 | Giobergia FlavioSavelli ClaudioKoudounas AlkisBaralis Elena | paper_340.pdf |
| Assessing Speech Model Performance: A Subgroup Perspective / Koudounas, A., Pastor, E., Baralis, E.. - 3741:(2024), pp. 101-111. (SEBD 2024: 32nd Symposium on Advanced Database System Villasimius, Sardinia (IT) 23-26 June, 2024). | 1-gen-2024 | Koudounas, AlkisPastor, ElianaBaralis, Elena | paper64.pdf |
| Houston we have a Divergence: A Subgroup Performance Analysis of ASR Models / Koudounas, A., Giobergia, F.. - (2024), pp. 812-813. (49th IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024 Seoul (KOR) 14-19 April 2024) [10.1109/icasspw62465.2024.10626156]. | 1-gen-2024 | Koudounas, AlkisGiobergia, Flavio | Houston_we_have_a_Divergence_A_Subgroup_Performance_Analysis_of_ASR_Models.pdf |
| Large Language Models-aided Literature Reviews: A Study on Few-Shot Relevance Classification / Giobergia, F., Koudounas, A., Baralis, E.. - (2024). (2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT) Turin (ITA) 25-27 September 2024) [10.1109/AICT61888.2024.10740404]. | 1-gen-2024 | Flavio GiobergiaAlkis KoudounasElena Baralis | _AICT_2024__Survey_LLMs-6.pdf; Large_Language_Models-aided_Literature_Reviews_A_Study_on_Few-Shot_Relevance_Classification.pdf |
| MAINDZ at SemEval-2024 Task 5: CLUEDO-Choosing Legal oUtcome by Explaining Decision through Oversight / Benedetto, I., Koudounas, A., Vaiani, L., Pastor, E., Cagliero, L., Tarasconi, F.. - (2024), pp. 997-1005. (SemEval-2024 (Workshop of ACL) Mexico City (MEX) 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 |
| MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection / Borra, F., Savelli, C., Rosso, G., Koudounas, A., Giobergia, F.. - (2024), pp. 1678-1684. (18th International Workshop on Semantic Evaluation (SemEval-2024) Mexico City (MEX) 20-21 June, 2024) [10.18653/v1/2024.semeval-1.240]. | 1-gen-2024 | Claudio SavelliAlkis KoudounasFlavio Giobergia + | 2024.semeval-1.240.pdf |
| Non-invasive AI-powered Diagnostics: The case of Voice-Disorder Detection - Vision paper / Ciravegna, G., Koudounas, A., Fantini, M., Cerquitelli, T., Baralis, E., Crosetti, E., Succo, G.. - 3651:(2024). (Workshops of the EDBT/ICDT 2024 Joint Conference Paestum (IT) 25-28 March, 2024). | 1-gen-2024 | Ciravegna, GabrieleKoudounas ,AlkisCerquitelli, TaniaBaralis, Elena + | HeDAI-3.pdf |
| Speech Analysis of Language Varieties in Italy / LA QUATRA, M., Koudounas, A., Baralis, E., Marco Siniscalchi, S.. - (2024), pp. 15147-15159. (2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) Torino (IT) 20-25 May, 2024). | 1-gen-2024 | Moreno La QuatraAlkis KoudounasElena Baralis + | 2024.eacl-long.136.pdf |
| baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy / Koudounas, A., Giobergia, F., Benedetto, I., Monaco, S., Cagliero, L., Apiletti, D., Baralis, E.M.. - ELETTRONICO. - 3473:(2023). (EVALITA 2023 Parma (ITA) September 7th - 8th, 2023). | 1-gen-2023 | Koudounas AlkisGiobergia FlavioBenedetto IreneMonaco SimoneCagliero LucaApiletti DanieleBaralis Elena | paper16.pdf |
| Designing Logic Tensor Networks for Visual Sudoku puzzle classification / Morra, L., Azzari, A., Bergamasco, L., Braga, M., Capogrosso, L., Delrio, F., DI GIACOMO, G., Eiraudo, S., Ghione, G., Giudice, R., Koudounas, A., Piano, L., REGE CAMBRIN, D., Risso, M., Rondina, M., Russo, A.S., Russo, M., Taioli, F., Vaiani, L., Vercellino, C.. - ELETTRONICO. - 3432:(2023), pp. 223-232. (17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023) Certosa di Pontignano, Siena (Italia) July 3-5, 2023). | 1-gen-2023 | Lia MorraAlberto AzzariLetizia BergamascoMarco BragaLuigi CapogrossoFederico DelrioGiuseppe Di GiacomoSimone EiraudoGiorgia GhioneRocco GiudiceAlkis KoudounasLuca PianoDaniele Rege CambrinMatteo RissoMarco RondinaAlessandro RussoMarco RussoFrancesco TaioliLorenzo VaianiChiara Vercellino | NeSy_workshop_Visual_Sudoku.pdf; paper19.pdf |
| PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction / Benedetto, I., Koudounas, A., Vaiani, L., Pastor, E., Baralis, E., Cagliero, L., Tarasconi, F.. - ELETTRONICO. - (2023), pp. 1401-1411. (SemEval-2023 (Workshop of ACL) Toronto (CAN) 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 |