مقالات علمی چاپ شده در مجلات

1. "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
2. "Persian offensive language detection"
   Emad Kebriaei, Ali Homayouni, Roghayeh Faraji, Armita Razavi, Azadeh Shakery, Heshaam Faili, Yadollah Yaghoobzadeh
   MACHINE LEARNING, Vol. 113, 2023
3. "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
4. "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
5. "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
6. "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. "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
2. "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
3. "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
4. "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
5. "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
6. "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
7. "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
8. "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
9. "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
10. "PerCQA: Persian Community Question Answering Dataset"
    Naghme Jamali, Yadollah Yaghoobzadeh, Heshaam Faili
    The 13th Conference on Language Resources and Evaluation (LREC 2022), 2022
11. "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
12. "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