مقالات علمی چاپ شده در مجلات

1. "Supervised contrastive learning in few-shot soft prompt tuning"
   Ali Edalat, Yadollah Yaghoobzadeh
   Natural Language Processing, Vol. 32, No 3, pp.322-356, 2026
2. "LLMCARE: early detection of cognitive impairment via transformer models enhanced by LLM-generated synthetic data"
   Ali Zolnour, Hossein Azadmaleki, Yasaman Haghbin, fatemeh Taherinezhad, Mohamad javad Momeni Nezhad, Sina Rashidi, Masoud Khani, AmirSajjad Taleban, Samin Mahdizadeh sani, Maryam Dadkhah, James Noble, Suzanne Bakken, Yadollah Yaghoobzadeh, Abdol-hossein Vahabie, Masoud Rouhizadeh, Maryam Zolnoori
   Frontiers in Artificial Intelligence, Vol. 8, 2025
3. "Combining replay and LoRA for continual learning in natural language understanding"
   zeinab Borhanifard, Heshaam Faili, Yadollah Yaghoobzadeh
   COMPUTER SPEECH AND LANGUAGE, Vol. 90, 2025
4. "A Risk Identification Model for Detection of Patients at Risk of Antidepressant Discontinuation"
   Ali Zolnour, Christina Eldredge, Anthony Faiola, Yadollah Yaghoobzadeh, Masoud Khani, Doreen Foy, Maxim Topaz, Hadi Kharrazi, Kin Wah Fung, Paul Fontelo, Anahita Davoudi, Azade Tabaie, Scott A. Breitinger, Tyler Oesterle, Masood Rouhizadeh, Zahra Zonnor, Hans Moen, Timothy B. Patrick, Maryam Zolnoori
   Frontiers in Artificial Intelligence, Vol. 6, No 1229609, 2023
5. "Persian offensive language detection"
   Emad Kebriaei, Ali Homayouni, Roghayeh Faraji, Armita Razavi, Azadeh Shakery, Heshaam Faili, Yadollah Yaghoobzadeh
   MACHINE LEARNING, Vol. 113, 2023
6. "Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models"
   Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fish, Adam R. Brown, Adam Santoro, Aditya Gupta, Adria Garriga-Alonso, Agnieszka Kluska, Yadollah Yaghoobzadeh
   Transactions on Machine Learning Research, Vol. -, 2023
7. "Answer selection in community question answering exploiting knowledge graph and context information"
   Golshan Assadat Afzali Boroujeni, Heshaam Faili, Yadollah Yaghoobzadeh
   Semantic Web, Vol. 13, No 3, pp.339-356, 2022
8. "ParsiNLU: A Suite of Language Understanding Challenges for Persian"
   Daniel Khashabi, Arman Cohan, Siamak Shakeri, Pedram Hosseini, Malihe Alikhani, Pouya Pezeshkpour, Moin Aminnaseri, Marzieh Bitaab, Yadollah Yaghoobzadeh
   Transactions of the Association for Computational Linguistics, Vol. 9, No 1, pp.1147-1162, 2021
9. "Corpus-Level Fine-Grained Entity Typing"
   Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schuetze
   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, Vol. 61, No 10769757, 2018

مقالات علمی ارائه شده در همایش‌ها

1. "Soi matters: Analyzing multi-setting training dynamics in pretrained language models via subsets of interest"
   Shayan Vassef, Amirhossein Dabiriaghdam, Mohammadreza Bakhtiari, Yadollah Yaghoobzadeh
   Proceedings of the 5th Workshop on Multilingual Representation Learning (MRL 2025), 2025
2. "Evaluating Cultural Knowledge and Reasoning in LLMs Through Persian Allusions"
   Melika Nobakhtian, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar
   EMNLP, 2025
3. "Evaluating the Creativity of LLMs in Persian Literary Text Generation"
   Armin Tourajmehr, Yadollah Yaghoobzadeh, Mohammad Reza Modarres
   EMNLP, 2025
4. "Human vs NotebookLM for Educational Podcasts: A Controlled Experiment on Two General Topics"
   Ali Banihashemi, Amirali Shahriary, Yadollah Yaghoobzadeh
   2025 15th International Conference on Computer and Knowledge Engineering (ICCKE 2025), 2025
5. "PERCUL: A Story-Driven Cultural Evaluation of LLMs in Persian"
   Erfan Moosavi Monazzah, Vahid Rahimzadeh, Yadollah Yaghoobzadeh, Azadeh Shakery, Mohammad Taher Pilehvar
   2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025
6. "Large Language Models for Persian-English Idiom Translation"
   Sara Rezaeimanesh, Faezeh Hosseini, Yadollah Yaghoobzadeh
   2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025
7. "Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation"
   Samin Mahdizadeh Sani, Pouya Sadeghi, Thuy Trang Vu, Yadollah Yaghoobzadeh, Gholamreza Haffari
   Proceedings of the 31st International Conference on Computational Linguistics, 2025
8. "Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models"
   Sepehr Kamahi, Yadollah Yaghoobzadeh
   Proceedings of the 7th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, 2024
9. "uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers?"
   Pouya Sadeghi, Amirhossein Abaskohi, Yadollah Yaghoobzadeh
   Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024), 2024
10. "Benchmarking Large Language Models for Persian: A Preliminary Study Focusing on ChatGPT"
    Amirhossein Abaskohi, Sara Baruni, Mostafa Masoudi, Nesa Abbasi, Mohammad Hadi Babalou, Ali Edalat, Sepehr Kamahi, Samin Mehdizadeh Sani, Yadollah Yaghoobzadeh
    LREC-COLING 2024, 2024
11. "LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning"
    Amirhossein Abaskohi, Sascha Rothe, Yadollah Yaghoobzadeh
    Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
12. "DecompX: Explaining Transformers Decisions by Propagating Token Decomposition"
    Ali Modarresi, Mohsen Fayyaz, Ehsan Aghazadeh, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar
    Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
13. "Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference"
    Sara Rajaee, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar
    Empirical Methods in Natural Language Processing, 2022
14. "BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning"
    Mohsen Fayyaz, Ehsan Aghazadeh, Ali Modarresi, Mohammad Taher Pilehvar, Yadollah Yaghoobzadeh, Samira Ebrahimi Kahou
    Neural Information Processing Systems (ENLSP workshop), 2022
15. "AliEdalat at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Fine-tuned Language Models, BERT+BiGRU, and Ensemble Models"
    Ali Edalat, Yadollah Yaghoobzadeh, Behnam Bahrak
    16th International Workshop on Semantic Evaluation (SemEval-2022), 2022
16. "GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers"
    Ali Modarresi, Mohsen Fayyaz, Yadollah Yaghoobzadeh, Mohammad Taher Pilehvar
    Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
17. "PerCQA: Persian Community Question Answering Dataset"
    Naghme Jamali, Yadollah Yaghoobzadeh, Heshaam Faili
    The 13th Conference on Language Resources and Evaluation (LREC 2022), 2022
18. "Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages"
    Ehsan Aghazadeh, Mohsen Fayyaz, Yadollah Yaghoobzadeh
    Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
19. "Increasing Robustness to Spurious Correlations using Forgettable Examples"
    Yadollah Yaghoobzadeh, Soroush Mehri, Remi Tachet des Combes, Timothy J. Hazen, Alessandro Sordoni
    Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021