---
title: "Evaluation Campaign of Natural Language Processing and"
description: "35 works of Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop 2026 in our library, the most…"
canonical: "https://research.elamur.ai/free/en/venues/evalita/2026/works/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/evalita/2026/works/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Evaluation Campaign of Natural Language…](https://md.research.elamur.ai/free/en/venues/evalita/) / [2026](https://md.research.elamur.ai/free/en/venues/evalita/2026/) / works

# 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](https://md.research.elamur.ai/free/en/venues/evalita/2026/)

1. **[FadeIT at EVALITA 2026: Overview of the Fallacy Detection in Italian Social Media Texts Task](https://md.research.elamur.ai/free/en/papers/ramponi-2026-fadeit-evalita-2026-overview-fallacy/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Alan Ramponi, Sara Tonelli*2026 · 8 citations*
2. **[SVELA at EVALITA 2026: Overview of the Selective Verification of Erasure from LLM Answers Task](https://md.research.elamur.ai/free/en/papers/savelli-2026-svela-evalita-2026-overview-selective/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Claudio Savelli, Moreno La Quatra, Alkis Koudounas, et al.*2026 · 6 citations*
3. **[Kenji-Endo: a BabyLM @EVALITA](https://md.research.elamur.ai/free/en/papers/scozzaro-2026-kenji-endo-babylm-evalita/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Calogero 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 Filtering](https://md.research.elamur.ai/free/en/papers/maule-2026-smte-ate-it-ensemble-term/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Sofia Maule, Giorgio Maria Di Nunzio*2026 · 1 citation*
5. **[RBG-AI at FadeIT: Prompted LLMs with Label Abstraction for Logical Fallacy Detection](https://md.research.elamur.ai/free/en/papers/meenakshi-2026-rbg-ai-fadeit-prompted-llms/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Meenakshi, Jairam R, Reshma U, et al.*2026 · 1 citation*
6. **[LlaNa at MultiPRIDE: A Fine-Tuning Approach with Cross-Lingual Augmentation](https://md.research.elamur.ai/free/en/papers/mercurio-2026-llana-multipride-fine-tuning-approach/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Alessio 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 Evaluation](https://md.research.elamur.ai/free/en/papers/munis-2026-malto-svela-specific-attention-head/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Evren 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 Task](https://md.research.elamur.ai/free/en/papers/musacchio-2026-evwsd-ita-evalita-2026-overview/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Elio 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 Identification](https://md.research.elamur.ai/free/en/papers/nhan-2026-gradient-descenders-desegma-it-leveraging/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Tran Phuoc Thanh Nhan, Bui Hong Son, Dang Van Thin*2026 · 1 citation*
10. **[PuDy at FadeIT: Enhancing Fine-Grained Fallacy Detection with Hierarchy-Aware Training and Contextual Enrichment](https://md.research.elamur.ai/free/en/papers/phu-2026-pudy-fadeit-enhancing-fine-grained/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Duy Dang Phu, Son Bui Hong, Dang Van Thin*2026 · 1 citation*
11. **[Stochastic Gradient Descenders at DeSegMa-IT: Instruction-Tuned LLM and Token Classification for MGT Detection and Boundary Localization](https://md.research.elamur.ai/free/en/papers/phu-2026-stochastic-gradient-descenders-desegma-it/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Huynh Nguyen Phu, Bui Hong Son, Dang Van Thin*2026 · 1 citation*
12. **[NetGuardAI at MultiPRIDE: Multilingual Detection of Reclaimed Language](https://md.research.elamur.ai/free/en/papers/pollotec-2026-netguardai-multipride-multilingual-detection-reclaimed/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Noe Come Jacques Le Pollotec, Elena-Simona Apostol, Ciprian-Octavian Truică*2026 · 1 citation*
13. **[FFT-UniBa at Cruciverb-IT: Special Length Tokens and CSP for Italian Crossword Solving](https://md.research.elamur.ai/free/en/papers/porcelli-2026-fft-uniba-cruciverb-it-special/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Andrea 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”](https://md.research.elamur.ai/free/en/papers/puccetti-2026-desegma-it-evalita-2026-overview/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Giovanni Puccetti, Andrea Pedrotti, Andrea Esuli*2026 · 1 citation*
15. **[Ghavidel-Rajabi at MultiPRIDE: Identity, Toxicity, or Complexity? A Language-Specific Feature Selection Approach to Reclamatory Intent Detection](https://md.research.elamur.ai/free/en/papers/rajabi-2026-ghavidel-rajabi-multipride-identity-toxicity/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Houman Rajabi, Fatemeh Ghavidel, Kourosh Ghahremani*2026 · 1 citation*
16. **[MALTO at FadeIT: A BERT-Based System for Multi-Label Fallacy Detection in Italian Social Media](https://md.research.elamur.ai/free/en/papers/salami-2026-malto-fadeit-bert-based-system/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Matin 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 Answering](https://md.research.elamur.ai/free/en/papers/shcherbakov-2026-unitor-cruciverb-it-retrieval-augmented/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Andriy Shcherbakov, Danilo Croce, Roberto Basili*2026 · 1 citation*
18. **[DSBKTE at ATE-IT: From Token Classification to Zero-Shot Generation: Two Approaches to Italian ATE at EVALITA 2026](https://md.research.elamur.ai/free/en/papers/smirnov-2026-dsbkte-ate-it-token-classification/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Danil Smirnov, Bita Khashechian, Giorgio Maria Di Nunzio*2026 · 1 citation*
19. **[RES2 at IMPOLS 2026: Implicit Content Classification via Span-Awareness, Hierarchical Multi-Task Learning and Synthetic Data](https://md.research.elamur.ai/free/en/papers/spezia-2026-res2-impols-2026-implicit-content/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Salvatore Spezia, Salvatore Ferrara, Roberto Dioguardi, et al.*2026 · 1 citation*
20. **[AIWizards at MULTIPRIDE: A Hierarchical Approach to Slur Reclamation Detection](https://md.research.elamur.ai/free/en/papers/tedeschini-2026-aiwizards-multipride-hierarchical-approach-slur/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Luca Tedeschini, Matteo Fasulo*2026 · 1 citation*
21. **[Challenger at MultiPRIDE: Is It Hate Speech or Reclaimed?](https://md.research.elamur.ai/free/en/papers/tekanlou-2026-challenger-multipride-is-it-hate/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Hadi Bayrami Asl Tekanlou, Mahdi Bakhtiyarzadeh, Jafar Razmara*2026 · 1 citation*
22. **[JTTE at ATE-IT: A CRF Model with Contextual Embeddings](https://md.research.elamur.ai/free/en/papers/tonneau-2026-jtte-ate-it-crf-model/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Juliette Tonneau, Giorgio Maria Di Nunzio*2026 · 1 citation*
23. **[GRUPPETTOZZO at MultiPRIDE: Detecting LGBTQ+ Reclamatory Intent via Context-Aware Transformers](https://md.research.elamur.ai/free/en/papers/traina-2026-gruppettozzo-multipride-detecting-lgbtq-reclamatory/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Federico Traina, Alessandro Santoro, Gabriele Greco, et al.*2026 · 1 citation*
24. **[TrietNLP at ATE-IT: A Hybrid Pipeline for Italian Waste Management Terminology Analysis](https://md.research.elamur.ai/free/en/papers/triet-2026-trietnlp-ate-it-hybrid-pipeline/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Nguyen Minh Triet, Dang Van Thin*2026 · 1 citation*
25. **[VVTE at ATE-IT: From Candidates to Terms: Hybrid Italian ATE with Dependency Heuristics, Gemini, and Random Forest Filtering](https://md.research.elamur.ai/free/en/papers/vandervoort-2026-vvte-ate-it-candidates-terms/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Valentine G. L. Vandervoort, Giorgio Maria Di Nunzio*2026 · 1 citation*
26. **[AC/DG at Cruciverb-IT: Retrieval-Based Approaches for Italian Crossword Clue Answering](https://md.research.elamur.ai/free/en/papers/yassine-2026-ac-dg-cruciverb-it-retrieval/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Ali Yassine, Claudio Savelli, Davide Napolitano, et al.*2026 · 1 citation*
27. **[Ita-Lib at SVELA: Detecting the Forgotten –- Representation-Based Approach for Verifying Machine Unlearning](https://md.research.elamur.ai/free/en/papers/yassine-2026-ita-lib-svela-detecting-forgotten/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Ali Yassine, Hadi Ibrahim, Luca Cagliero*2026 · 1 citation*
28. **[ProverbIT - Easy to complete, hard to choose: A CALAMITA Challenge](https://md.research.elamur.ai/free/en/papers/mensa-2026-proverbit-easy-complete-hard-choose/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Enrico Mensa, Lorenzo Zane, Calogero Jerik Scozzaro, et al.*2026*
29. **[AMSN at PFB: Overview of the Automated Multilingual Economics Question Answering Task](https://md.research.elamur.ai/free/en/papers/mohammadabad-2026-amsn-pfb-overview-automated-multilingual/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Ali Saleh Mohammadabad, Mehregan Nazarmohsenifakori*2026*
30. **[I2C At MultiPRIDE: Transformers And Generative LLMs For Multilingual Reclamation Classification](https://md.research.elamur.ai/free/en/papers/ramos-2026-i2c-multipride-transformers-generative-llms/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Laura Vázquez-Ramos, Jacinto Mata-Vázquez, Victoria Pachón-Álvarez*2026*
31. **[Tu chiamale se vuoi emozioni: The impact of emotions on disinformation and sexism identification](https://md.research.elamur.ai/free/en/papers/rosso-2026-tu-chiamale-se-vuoi-emozioni/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Paolo Rosso*2026*
32. **[priyam_saha17 at SVELA: A Feature-Centric Pipeline for Verifying Selective Forgetting in Large Language Models](https://md.research.elamur.ai/free/en/papers/saha-2026-priyam-saha17-svela-feature-centric/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Priyam Saha*2026*
33. **[DIAG-Sapienza at GSI:detect: Joint Detection and Classification of Gender Stereotypes with Structured Prompting and Fine-Tuning](https://md.research.elamur.ai/free/en/papers/sorokoletova-2026-diag-sapienza-gsi-detect-joint/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Olga E. Sorokoletova, Emanuele Musumeci, Daniele Nardi*2026*
34. **[SaFe Tweets at MultiPRIDE: From Multi-Model Ensembles to Expert LLMs for Reclamation Detection](https://md.research.elamur.ai/free/en/papers/visconti-2026-safe-tweets-multipride-multi-model/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Sara Visconti, Federica Manzi*2026*
35. **[Team Prisma at GSI:detect: Comparing PB&J Persona-Based and Few-Shot Approaches to Gender Stereotype Detection at EVALITA 2026](https://md.research.elamur.ai/free/en/papers/zaghi-2026-team-prisma-gsi-detect-comparing/) [Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop](https://md.research.elamur.ai/free/en/venues/evalita/)**Claudia Zaghi*2026*
- [← back to](https://md.research.elamur.ai/free/en/venues/evalita/2026/) — Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop 2026