Combining replay and LoRA for continual learning in natural language understanding - Zeinab Borhanifard; Heshaam Faili; Yadollah Yaghoobzadeh (Comput. Speech Lang., 2025)

Comparative Study of Multilingual Idioms and Similes in Large Language Models - Paria Khoshtab; Danial Namazifard; Mostafa Masoudi; Ali Akhgary; Samin Mahdizadeh Sani; Yadollah Yaghoobzadeh (Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025, Abu Dhabi, UAE, January 19-24, 2025, 2025)

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, COLING 2025, Abu Dhabi, UAE, January 19-24, 2025, 2025)

Large Language Models for Persian-English Idiom Translation - Sara Rezaeimanesh; Faezeh Hosseini; Yadollah Yaghoobzadeh (Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 1: Long Papers, Albuquerque, New Mexico, USA, April 29 - May 4, 2025, 2025)

PerCul: A Story-Driven Cultural Evaluation of LLMs in Persian - Erfan Moosavi Monazzah; Vahid Rahimzadeh; Yadollah Yaghoobzadeh; Azadeh Shakery; Mohammad Taher Pilehvar (Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 1: Long Papers, Albuquerque, New Mexico, USA, April 29 - May 4, 2025, 2025)

PerCul: A Story-Driven Cultural Evaluation of LLMs in Persian - Erfan Moosavi Monazzah; Vahid Rahimzadeh; Yadollah Yaghoobzadeh; Azadeh Shakery; Mohammad Taher Pilehvar (CoRR, 2025)

Explanations of Deep Language Models Explain Language Representations in the Brain - Maryam Rahimi; Yadollah Yaghoobzadeh; Mohammad Reza Daliri (CoRR, 2025)

GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge Subtraction - Mohammadtaha Bagherifard; Sahar Rajabi; Ali Edalat; Yadollah Yaghoobzadeh (CoRR, 2025)

Persian offensive language detection - Emad Kebriaei; Ali Homayouni; Roghayeh Faraji; Armita Razavi; Azadeh Shakery; Heshaam Faili; Yadollah Yaghoobzadeh (Mach. Learn., 2024)

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 Mahdizadeh Sani; Nikoo Naghavian; Danial Namazifard; Pouya Sadeghi; Yadollah Yaghoobzadeh (Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy, 2024)

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@NAACL 2024, Mexico City, Mexico, June 20-21, 2024, 2024)

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 Mahdizadeh Sani; Nikoo Naghavian; Danial Namazifard; Pouya Sadeghi; Yadollah Yaghoobzadeh (CoRR, 2024)

uTeBC-NLP at SemEval-2024 Task 9: Can LLMs be Lateral Thinkers? - Pouya Sadeghi; Amirhossein Abaskohi; Yadollah Yaghoobzadeh (CoRR, 2024)

Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models - Sepehr Kamahi; Yadollah Yaghoobzadeh (CoRR, 2024)

Comparative Study of Multilingual Idioms and Similes in Large Language Models - Paria Khoshtab; Danial Namazifard; Mostafa Masoudi; Ali Akhgary; Samin Mahdizadeh Sani; Yadollah Yaghoobzadeh (CoRR, 2024)

A Comparative Study of LLMs, NMT Models, and Their Combination in Persian-English Idiom Translation - Sara Rezaeimanesh; Faezeh Hosseini; Yadollah Yaghoobzadeh (CoRR, 2024)

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 (CoRR, 2024)

A risk identification model for detection of patients at risk of antidepressant discontinuation - Ali Zolnour; Christina E. Eldredge; Anthony Faiola; Yadollah Yaghoobzadeh; Masoud Khani; Doreen Foy; Maxim Topaz; Hadi Kharrazi; Kin Wah Fung; Paul A. Fontelo; Anahita Davoudi; Azade Tabaie; et al. (Frontiers Artif. Intell., 2023)

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 Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

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), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

DecompX: Explaining Transformers Decisions by Propagating Token Decomposition - Ali Modarressi; 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), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers - Osman Batur Ince; Tanin Zeraati; Semih Yagcioglu; Yadollah Yaghoobzadeh; Erkut Erdem; Aykut Erdem (Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, 2023)

PEACH: Pre-Training Sequence-to-Sequence Multilingual Models for Translation with Semi-Supervised Pseudo-Parallel Document Generation - Alireza Salemi; Amirhossein Abaskohi; Sara Tavakoli; Yadollah Yaghoobzadeh; Azadeh Shakery (CoRR, 2023)

LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning - Amirhossein Abaskohi; Sascha Rothe; Yadollah Yaghoobzadeh (CoRR, 2023)

DecompX: Explaining Transformers Decisions by Propagating Token Decomposition - Ali Modarressi; Mohsen Fayyaz; Ehsan Aghazadeh; Yadollah Yaghoobzadeh; Mohammad Taher Pilehvar (CoRR, 2023)

Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers - Osman Batur Ince; Tanin Zeraati; Semih Yagcioglu; Yadollah Yaghoobzadeh; Erkut Erdem; Aykut Erdem (CoRR, 2023)

Answer selection in community question answering exploiting knowledge graph and context information - Golshan Afzali Boroujeni; Heshaam Faili; Yadollah Yaghoobzadeh (Semantic Web, 2022)

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), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022)

Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference - Sara Rajaee; Yadollah Yaghoobzadeh; Mohammad Taher Pilehvar (Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022)

PerCQA: Persian Community Question Answering Dataset - Naghme Jamali; Yadollah Yaghoobzadeh; Heshaam Faili (Proceedings of the Thirteenth Language Resources and Evaluation Conference, LREC 2022, Marseille, France, 20-25 June 2022, 2022)

GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers - Ali Modarressi; 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, NAACL 2022, Seattle, WA, United States, July 10-15, 2022, 2022)

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 (Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, Seattle, Washington, United States, July 14-15, 2022, 2022)

Metaphors in Pre-Trained Language Models: Probing and Generalization Across Datasets and Languages - Ehsan Aghazadeh; Mohsen Fayyaz; Yadollah Yaghoobzadeh (CoRR, 2022)

GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers - Ali Modarressi; Mohsen Fayyaz; Yadollah Yaghoobzadeh; Mohammad Taher Pilehvar (CoRR, 2022)

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 Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (CoRR, 2022)

Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference - Sara Rajaee; Yadollah Yaghoobzadeh; Mohammad Taher Pilehvar (CoRR, 2022)

BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning - Mohsen Fayyaz; Ehsan Aghazadeh; Ali Modarressi; Mohammad Taher Pilehvar; Yadollah Yaghoobzadeh; Samira Ebrahimi Kahou (CoRR, 2022)

ParsiNLU: A Suite of Language Understanding Challenges for Persian - Daniel Khashabi; Arman Cohan; Siamak Shakeri; Pedram Hosseini; Pouya Pezeshkpour; Malihe Alikhani; Moin Aminnaseri; Marzieh Bitaab; Faeze Brahman; Sarik Ghazarian; Mozhdeh Gheini; Arman Kabiri; et al. (Trans. Assoc. Comput. Linguistics, 2021)

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, EACL 2021, Online, April 19 - 23, 2021, 2021)

Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed Limitations of Embedding Models - Mojtaba Nayyeri; Chengjin Xu; Yadollah Yaghoobzadeh; Sahar Vahdati; Mirza Mohtashim Alam; Hamed Shariat Yazdi; Jens Lehmann (Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part III, 2021)

PerCQA: Persian Community Question Answering Dataset - Naghme Jamali; Yadollah Yaghoobzadeh; Hesham Faili (CoRR, 2021)

Quantifying the Contextualization of Word Representations with Semantic Class Probing - Mengjie Zhao; Philipp Dufter; Yadollah Yaghoobzadeh; Hinrich Schütze (Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16-20 November 2020, 2020)

Quantifying the Contextualization of Word Representations with Semantic Class Probing - Mengjie Zhao; Philipp Dufter; Yadollah Yaghoobzadeh; Hinrich Schütze (CoRR, 2020)

Cross-Domain Generalization Through Memorization: A Study of Nearest Neighbors in Neural Duplicate Question Detection - Yadollah Yaghoobzadeh; Alexandre Rochette; Timothy J. Hazen (CoRR, 2020)

ParsiNLU: A Suite of Language Understanding Challenges for Persian - Daniel Khashabi; Arman Cohan; Siamak Shakeri; Pedram Hosseini; Pouya Pezeshkpour; Malihe Alikhani; Moin Aminnaseri; Marzieh Bitaab; Faeze Brahman; Sarik Ghazarian; Mozhdeh Gheini; Arman Kabiri; et al. (CoRR, 2020)

Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings - Yadollah Yaghoobzadeh; Katharina Kann; Timothy J. Hazen; Eneko Agirre; Hinrich Schütze (Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers, 2019)

Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings - Yadollah Yaghoobzadeh; Katharina Kann; Timothy J. Hazen; Eneko Agirre; Hinrich Schütze (CoRR, 2019)

On the Knowledge Graph Completion Using Translation Based Embedding: The Loss Is as Important as the Score - Mojtaba Nayyeri; Chengjin Xu; Yadollah Yaghoobzadeh; Hamed Shariat Yazdi; Jens Lehmann (CoRR, 2019)

Unsupervised Domain Adaptation of Contextual Embeddings for Low-Resource Duplicate Question Detection - Alexandre Rochette; Yadollah Yaghoobzadeh; Timothy J. Hazen (CoRR, 2019)

Robust Natural Language Inference Models with Example Forgetting - Yadollah Yaghoobzadeh; Remi Tachet des Combes; Timothy J. Hazen; Alessandro Sordoni (CoRR, 2019)

Corpus-Level Fine-Grained Entity Typing - Yadollah Yaghoobzadeh; Heike Adel; Hinrich Schütze (J. Artif. Intell. Res., 2018)

Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs - Wenpeng Yin; Yadollah Yaghoobzadeh; Hinrich Schütze (Proceedings of the 27th International Conference on Computational Linguistics, COLING 2018, Santa Fe, New Mexico, USA, August 20-26, 2018, 2018)

Multi-View Learning: Multilingual and Multi-Representation Entity Typing - Yadollah Yaghoobzadeh; Hinrich Schütze (Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018)

Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing - Yadollah Yaghoobzadeh; Katharina Kann; Hinrich Schütze (Proceedings of The Third Workshop on Representation Learning for NLP, Rep4NLP@ACL 2018, Melbourne, Australia, July 20, 2018, 2018)

Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs - Wenpeng Yin; Yadollah Yaghoobzadeh; Hinrich Schütze (CoRR, 2018)

Evaluating Word Embeddings in Multi-label Classification Using Fine-grained Name Typing - Yadollah Yaghoobzadeh; Katharina Kann; Hinrich Schütze (CoRR, 2018)

Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing - Yadollah Yaghoobzadeh; Hinrich Schütze (CoRR, 2018)

Distributed representations for fine-grained entity typing - Yadollah Yaghoobzadeh (Ludwig Maximilian University of Munich, Germany, 2017)

Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities - Yadollah Yaghoobzadeh; Hinrich Schütze (Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017, Valencia, Spain, April 3-7, 2017, Volume 1: Long Papers, 2017)

Noise Mitigation for Neural Entity Typing and Relation Extraction - Yadollah Yaghoobzadeh; Heike Adel; Hinrich Schütze (Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017, Valencia, Spain, April 3-7, 2017, Volume 1: Long Papers, 2017)

Proceedings of the First Workshop on Subword and Character Level Models in NLP, Copenhagen, Denmark, September 7, 2017 - Manaal Faruqui; Hinrich Schütze; Isabel Trancoso; Yadollah Yaghoobzadeh (Association for Computational Linguistics, 2017)

Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities - Yadollah Yaghoobzadeh; Hinrich Schütze (CoRR, 2017)

Corpus-level Fine-grained Entity Typing - Yadollah Yaghoobzadeh; Heike Adel; Hinrich Schütze (CoRR, 2017)

Intrinsic Subspace Evaluation of Word Embedding Representations - Yadollah Yaghoobzadeh; Hinrich Schütze (Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers, 2016)

Corpus-level Fine-grained Entity Typing Using Contextual Information - Yadollah Yaghoobzadeh; Hinrich Schütze (CoRR, 2016)

Intrinsic Subspace Evaluation of Word Embedding Representations - Yadollah Yaghoobzadeh; Hinrich Schütze (CoRR, 2016)

Noise Mitigation for Neural Entity Typing and Relation Extraction - Yadollah Yaghoobzadeh; Heike Adel; Hinrich Schütze (CoRR, 2016)

Corpus-level Fine-grained Entity Typing Using Contextual Information - Yadollah Yaghoobzadeh; Hinrich Schütze (Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015, 2015)

Temporal Relation Classification in Persian and English contexts - Mahbaneh Eshaghzadeh Torbati; Gholamreza Ghassem-Sani; Seyed Abolghasem Mirroshandel; Yadollah Yaghoobzadeh; Negin Karimi Hosseini (Recent Advances in Natural Language Processing, RANLP 2013, 9-11 September, 2013, Hissar, Bulgaria, 2013)

ISO-TimeML Event Extraction in Persian Text - Yadollah Yaghoobzadeh; Gholamreza Ghassem-Sani; Seyed Abolghasem Mirroshandel; Mahbaneh Eshaghzadeh (COLING 2012, 24th International Conference on Computational Linguistics, Proceedings of the Conference: Technical Papers, 8-15 December 2012, Mumbai, India, 2012)