📰 Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop 2026: all papers in our library

35 works · the most cited first · ← Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop 2026

1. FadeIT at EVALITA 2026: Overview of the Fallacy Detection in Italian Social Media Texts TaskEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopAlan Ramponi, Sara Tonelli2026 · 8 citations
2. SVELA at EVALITA 2026: Overview of the Selective Verification of Erasure from LLM Answers TaskEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopClaudio Savelli, Moreno La Quatra, Alkis Koudounas, et al.2026 · 6 citations
3. Kenji-Endo: a BabyLM @EVALITAEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopCalogero Jerik Scozzaro, Matteo Rinaldi, Gianluca Mittone, et al.2026 · 2 citations
4. SMTE at ATE-IT: Ensemble Term Extraction with Italian BERT, spaCy, and Vocabulary-Based FilteringEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopSofia Maule, Giorgio Maria Di Nunzio2026 · 1 citation
5. RBG-AI at FadeIT: Prompted LLMs with Label Abstraction for Logical Fallacy DetectionEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopMeenakshi, Jairam R, Reshma U, et al.2026 · 1 citation
6. LlaNa at MultiPRIDE: A Fine-Tuning Approach with Cross-Lingual AugmentationEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopAlessio Mercurio, Giorgio Talluto, Irene Siragusa, et al.2026 · 1 citation
7. MALTO at SVELA: A Specific-Attention-Head Approach for Membership Inference Attacks in LLMs Unlearning EvaluationEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopEvren A. Munis, Mattia Sabato, Erfan Bayat, et al.2026 · 1 citation
8. EVWSD-ITA at EVALITA 2026: Overview of the Enhanced Visual Word Sense Disambiguation for Italian TaskEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopElio Musacchio, Lucia Siciliani, Pierpaolo Basile, et al.2026 · 1 citation
9. Gradient Descenders at DeSegMa-IT: Leveraging Monolingual Transformer for LLM-Generated Text Detection and Boundary IdentificationEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopTran Phuoc Thanh Nhan, Bui Hong Son, Dang Van Thin2026 · 1 citation
10. PuDy at FadeIT: Enhancing Fine-Grained Fallacy Detection with Hierarchy-Aware Training and Contextual EnrichmentEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopDuy Dang Phu, Son Bui Hong, Dang Van Thin2026 · 1 citation
11. Stochastic Gradient Descenders at DeSegMa-IT: Instruction-Tuned LLM and Token Classification for MGT Detection and Boundary LocalizationEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopHuynh Nguyen Phu, Bui Hong Son, Dang Van Thin2026 · 1 citation
12. NetGuardAI at MultiPRIDE: Multilingual Detection of Reclaimed LanguageEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopNoe Come Jacques Le Pollotec, Elena-Simona Apostol, Ciprian-Octavian Truică2026 · 1 citation
13. FFT-UniBa at Cruciverb-IT: Special Length Tokens and CSP for Italian Crossword SolvingEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopAndrea Porcelli, Filippo Di Gravina, Emanuele Fontana, et al.2026 · 1 citation
14. DeSegMa-IT at EVALITA 2026: Overview of the “Detection and Segmentation of Machine Generated Texts in Italian”Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopGiovanni Puccetti, Andrea Pedrotti, Andrea Esuli2026 · 1 citation
15. Ghavidel-Rajabi at MultiPRIDE: Identity, Toxicity, or Complexity? A Language-Specific Feature Selection Approach to Reclamatory Intent DetectionEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopHouman Rajabi, Fatemeh Ghavidel, Kourosh Ghahremani2026 · 1 citation
16. MALTO at FadeIT: A BERT-Based System for Multi-Label Fallacy Detection in Italian Social MediaEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopMatin Salami, Luca M. Rodia, Vladimir Schiau, et al.2026 · 1 citation
17. UniTor at Cruciverb-IT: Retrieval-Augmented Two-Step Reasoning for Italian Crossword Clue AnsweringEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopAndriy Shcherbakov, Danilo Croce, Roberto Basili2026 · 1 citation
18. DSBKTE at ATE-IT: From Token Classification to Zero-Shot Generation: Two Approaches to Italian ATE at EVALITA 2026Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopDanil Smirnov, Bita Khashechian, Giorgio Maria Di Nunzio2026 · 1 citation
19. RES2 at IMPOLS 2026: Implicit Content Classification via Span-Awareness, Hierarchical Multi-Task Learning and Synthetic DataEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopSalvatore Spezia, Salvatore Ferrara, Roberto Dioguardi, et al.2026 · 1 citation
20. AIWizards at MULTIPRIDE: A Hierarchical Approach to Slur Reclamation DetectionEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopLuca Tedeschini, Matteo Fasulo2026 · 1 citation
21. Challenger at MultiPRIDE: Is It Hate Speech or Reclaimed?Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopHadi Bayrami Asl Tekanlou, Mahdi Bakhtiyarzadeh, Jafar Razmara2026 · 1 citation
22. JTTE at ATE-IT: A CRF Model with Contextual EmbeddingsEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopJuliette Tonneau, Giorgio Maria Di Nunzio2026 · 1 citation
23. GRUPPETTOZZO at MultiPRIDE: Detecting LGBTQ+ Reclamatory Intent via Context-Aware TransformersEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopFederico Traina, Alessandro Santoro, Gabriele Greco, et al.2026 · 1 citation
24. TrietNLP at ATE-IT: A Hybrid Pipeline for Italian Waste Management Terminology AnalysisEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopNguyen Minh Triet, Dang Van Thin2026 · 1 citation
25. VVTE at ATE-IT: From Candidates to Terms: Hybrid Italian ATE with Dependency Heuristics, Gemini, and Random Forest FilteringEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopValentine G. L. Vandervoort, Giorgio Maria Di Nunzio2026 · 1 citation
26. AC/DG at Cruciverb-IT: Retrieval-Based Approaches for Italian Crossword Clue AnsweringEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopAli Yassine, Claudio Savelli, Davide Napolitano, et al.2026 · 1 citation
27. Ita-Lib at SVELA: Detecting the Forgotten –- Representation-Based Approach for Verifying Machine UnlearningEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopAli Yassine, Hadi Ibrahim, Luca Cagliero2026 · 1 citation
28. ProverbIT - Easy to complete, hard to choose: A CALAMITA ChallengeEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopEnrico Mensa, Lorenzo Zane, Calogero Jerik Scozzaro, et al.2026
29. AMSN at PFB: Overview of the Automated Multilingual Economics Question Answering TaskEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopAli Saleh Mohammadabad, Mehregan Nazarmohsenifakori2026
30. I2C At MultiPRIDE: Transformers And Generative LLMs For Multilingual Reclamation ClassificationEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopLaura Vázquez-Ramos, Jacinto Mata-Vázquez, Victoria Pachón-Álvarez2026
31. Tu chiamale se vuoi emozioni: The impact of emotions on disinformation and sexism identificationEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopPaolo Rosso2026
32. priyam_saha17 at SVELA: A Feature-Centric Pipeline for Verifying Selective Forgetting in Large Language ModelsEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopPriyam Saha2026
33. DIAG-Sapienza at GSI:detect: Joint Detection and Classification of Gender Stereotypes with Structured Prompting and Fine-TuningEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopOlga E. Sorokoletova, Emanuele Musumeci, Daniele Nardi2026
34. SaFe Tweets at MultiPRIDE: From Multi-Model Ensembles to Expert LLMs for Reclamation DetectionEvaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopSara Visconti, Federica Manzi2026
35. Team Prisma at GSI:detect: Comparing PB&J Persona-Based and Few-Shot Approaches to Gender Stereotype Detection at EVALITA 2026Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final WorkshopClaudia Zaghi2026

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