📰 Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop 2026 — accepted papers

Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop 2026 is the 2026 edition of the Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop, held in Bari, Italy, February 2026 (publisher: CEUR Workshop Proceedings). The ACL Anthology lists 72 papers of it; our library holds 34 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Bari, Italy · 🗓 February 2026

All accepted papers (72)

The most cited first; 34 with our summary link to their page here, the others to the original.

1. AC/DG at Cruciverb-IT: Retrieval-Based Approaches for Italian Crossword Clue AnsweringAli Yassine, Claudio Savelli, Davide Napolitano et al.our summary
2. AIWizards at MULTIPRIDE: A Hierarchical Approach to Slur Reclamation DetectionLuca Tedeschini, Matteo Fasuloour summary
3. AMSN at PFB: Overview of the Automated Multilingual Economics Question Answering TaskAli Saleh Mohammadabad, Mehregan Nazarmohsenifakoriour summary
4. ATE-IT at EVALITA 2026: Overview of the Automatic Term Extraction Italian Testbed Task ↗Nicola Cirillo, Giorgio Maria Di Nunzio, Federica Vezzani
5. AVAHI at MultiPRIDE: Multilingual Reclaimed Language Detection via Knowledge Graphs and Retrieval-Augmented Generation ↗Tania Alcántara, Omar García-Vázquez, José A. Torres-León et al.
6. Challenger at MultiPRIDE: Is It Hate Speech or Reclaimed?Hadi Bayrami Asl Tekanlou, Mahdi Bakhtiyarzadeh, Jafar Razmaraour summary
7. Cruciverb-IT at EVALITA 2026: Overview of the Crossword Solving in Italian Task ↗Cristiano Ciaccio, Gabriele Sarti, Alessio Miaschi et al.
8. DIAG-Sapienza at GSI:detect: Joint Detection and Classification of Gender Stereotypes with Structured Prompting and Fine-TuningOlga E. Sorokoletova, Emanuele Musumeci, Daniele Nardiour summary
9. DSBKTE at ATE-IT: From Token Classification to Zero-Shot Generation: Two Approaches to Italian ATE at EVALITA 2026Danil Smirnov, Bita Khashechian, Giorgio Maria Di Nunzioour summary
10. DataSummit at MultiPRIDE: Context-Aware Multilingual Detection of Slur Reclamation in LGBTQ+ Contexts ↗Federico Dingeo, Marco Viviani
11. DeSegMa-IT at EVALITA 2026: Overview of the “Detection and Segmentation of Machine Generated Texts in Italian”Giovanni Puccetti, Andrea Pedrotti, Andrea Esuliour summary
12. EVALITA 2026: Overview of the 9th evaluation campaign of natural language processing and speech tools for italian ↗Francesco Cutugno, Alessio Miaschi, Alessio Palmero Aprosio et al.
13. EVWSD-ITA at EVALITA 2026: Overview of the Enhanced Visual Word Sense Disambiguation for Italian TaskElio Musacchio, Lucia Siciliani, Pierpaolo Basile et al.our summary
14. Eraserhead at SVELA: Detecting LLM Forgetting via Logit-Space Statistics ↗Matteo Berta, Tania Cerquitelli
15. FFT-UniBa at Cruciverb-IT: Special Length Tokens and CSP for Italian Crossword SolvingAndrea Porcelli, Filippo Di Gravina, Emanuele Fontana et al.our summary
16. FadeIT at EVALITA 2026: Overview of the Fallacy Detection in Italian Social Media Texts TaskAlan Ramponi, Sara Tonelliour summary
17. Festa at GSI:detect: In-Context Learning vs. Fine-Tuning for Gender Stereotype Detection ↗Donato Festa
18. GRUPPETTOZZO at MultiPRIDE: Detecting LGBTQ+ Reclamatory Intent via Context-Aware TransformersFederico Traina, Alessandro Santoro, Gabriele Greco et al.our summary
19. GSI:detect at EVALITA 2026: Overview of the Task on Detecting Gender Stereotypes in Italian ↗Gloria Comandini, Manuela Speranza, Sofia Brenna et al.
20. Ghavidel-Rajabi at MultiPRIDE: Identity, Toxicity, or Complexity? A Language-Specific Feature Selection Approach to Reclamatory Intent DetectionHouman Rajabi, Fatemeh Ghavidel, Kourosh Ghahremaniour summary
21. Gradient Descenders at DeSegMa-IT: Leveraging Monolingual Transformer for LLM-Generated Text Detection and Boundary IdentificationTran Phuoc Thanh Nhan, Bui Hong Son, Dang Van Thinour summary
22. HateItOff at MultiPRIDE: Linguistic and Sentiment Cues in Reclaimed LGBTQ+ Slur Detection ↗Greta Damo, Nicolás Benjamín Ocampo
23. I2C At MultiPRIDE: Transformers And Generative LLMs For Multilingual Reclamation ClassificationLaura Vázquez-Ramos, Jacinto Mata-Vázquez, Victoria Pachón-Álvarezour summary
24. IMPOLS at EVALITA 2026: Overview of the IMPOLS Task ↗Lorenzo Gregori, Walter Paci, Valentina Saccone
25. INDAQA2 - A Large Italian Narrative QA Benchmark: A CALAMITA 2026 Challenge ↗Luca Gioffré, Luca Moroni, Alberte Fernández-Castro et al.

See all 72 papers in Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop 2026 — accepted papers →

📄 Papers with our summary in our library (34)

The most cited first (OpenAlex citations plus our library's).

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

See all 34 works in Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop 2026 — accepted papers →

🧭 Top topics

Topics of its works in our library, with the number of works on each.

📏Evaluation & benchmarks (5)🧠Language models & pretraining (4)🌍Multilingual & cross-lingual NLP (4)🛡️Bias, fairness & safety (3)😊Sentiment & emotion (2)🔍Information retrieval & search (2)😉Implicature (1)🔀Word sense disambiguation (1)❓Question answering (1)🧮Reasoning (1)

📚 Fields

🖥️Computer Science (34)🎭Arts and Humanities (11)🤝Social Sciences (4)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of PaduaPadua · Italy4 works here🎓Politecnico di TorinoTurin · Italy4 works here🎓Università degli Studi di Enna KoreEnna · Italy1 work here🎓ETH ZurichZurich · Switzerland1 work here🎓University of TabrizTabriz · Iran1 work here🎓University of TurinTurin · Italy1 work here🎓University of BolognaBologna · Italy1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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