مقاله‌های علمی پژوهشی

1. Gritta, Milan, Mohammad Taher Pilehvar, Nut Limsopatham, and Nigel Collier. "What’s missing in geographical parsing?." Language resources and evaluation ( e ) 52, no. 2 (2018): 0.
2. Kartsaklis, Dimitri, Mohammad Taher Pilehvar, and Nigel Collier. "Mapping text to knowledge graph entities using multi-sense LSTMs." EMNLP ( e ) 0, no. 0 (2018): 0.
3. Gritta, Milan, Mohammad Taher Pilehvar, and Nigel Collier. "A pragmatic guide to geoparsing evaluation: Toponyms, Named Entity Recognition and pragmatics." Language resources and evaluation ( e ) 54, no. 0 (2020): 683-712.
4. Loureiro, Daniel, Kiamehr Rezaee, Mohammad Taher Pilehvar, and Jose Camacho-Collados. "Analysis and evaluation of language models for word sense disambiguation." Computational Linguistics ( e ) 47, no. 2 (2021): 387-443.
5. Pilehvar, Mohammad Taher, Taha Shangipour Ataei, Kamyar Darvishi, Soroush Javdan, Behrouz Minaei-Bidgoli, and Amin Pourdabiri. "Pars-OFF: A Benchmark for Offensive Language Detection on Farsi Social Media." IEEE Transactions on Affective Computing ( e ) 0, no. 0 (2022): 1-9.

سوابق تحصیلی

1. کارشناسی ارشد, مهندسی کامپیوتر, دانشگاه تهران, 1389
2. دکتری, علوم کامپیوتر, دانشگاه ساپینزا رم, 2015

زمینه پژوهشی مورد علاقه

1. هوش مصنوعی
2. پردازش زبان طبیعی
3. معناشناسی واژگان
4. تحلیل و تفسیر مدل
5. اخلاق و سوگیری

مقاله‌های ارائه شده در همایش

1. Prokhorov Victor, Pilehvar Mohammad Taher, Collier Nigel, Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models, NAACL 2019, 2019-04-05, 2019-04-05, Anouncer
2. Zarharan Majid, Ahangar Samane, Rezvaninejad Fateme Sadat, Lotfi Bidhendi Mahdi, Pilehvar Mohammad Taher, Minaei-Bidgoli Behrouz, Eetemadi Sauleh, Persian Stance Classification Data Set., TTO, 2019-04-04, 2019-04-10, Anouncer
3. Pilehvar Mohammad Taher, On the Importance of Distinguishing Word Meaning Representations: A Case Study on Reverse Dictionary Mapping, NAACL 2019, 2019-06-10, 2019-06-10, Anouncer
4. Prokhorov Victor, Shareghi Ehsan, Li Yingzhen, Pilehvar Mohammad Taher, Collier Nigel, On the importance of the Kullback-Leibler divergence term in variational autoencoders for text generation, WNGT (EMNLP 2019), 2019-09-30, 2019-09-30, Anouncer
5. Conforti Costanza, Berndt Jakob, Pilehvar Mohammad Taher, Giannitsarou Chryssi, Toxvaerd Flavio, Collier Nigel, from arxiv.org Will-They-Won't-They: A Very Large Dataset for Stance Detection on Twitter, ACL 2020, 2020-05-01, 2020-05-01, Anouncer
6. Raganato Alessandro, Pasini Tommaso, Camacho-Collados Jose, Pilehvar Mohammad Taher, XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization, EMNLP 2020, 2020-10-13, 2020-10-13, Anouncer
7. Santos Armendariz Carlos, Purver Matthew, Pollak Senja, Ljubešić Nikola, Ulčar Matej, Vulić Ivan, Pilehvar Mohammad Taher, SemEval-2020 Task 3: Graded Word Similarity in Context, SemEval-2020, 2020-12-11, 2020-12-11, Anouncer
8. Pilehvar Mohammad Taher, Camacho-Collados Jose, Embeddings in Natural Language Processing, COLING 2021 Tutorials, 2020-12-10, 2020-12-24, Anouncer
9. Conforti Costanza, Berndt Jakob, Basaldella Marco, Pilehvar Mohammad Taher, Giannitsarou Chryssi, Toxvaerd Flavio, Collier Nigel, Adversarial Training for News Stance Detection: Leveraging Signals from a Multi-Genre Corpus, EACL 2021, 2021-04-06, 2021-04-06, Anouncer
10. Mohebbi Hosein, Modarressi Ali, Pilehvar Mohammad Taher, Exploring the Role of BERT Token Representations to Explain Sentence Probing Results, EMNLP 2021, 2021-05-11, 2021-05-11, Anouncer
11. Breit Anna, Revenko Artem, Rezaee Kiamehr, Pilehvar Mohammad Taher, Camacho-Collados Jose, WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context, EACL 2021, 2021-06-15, 2021-06-15, Anouncer
12. Rajaee Sara, Pilehvar Mohammad Taher, A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space, ACL 2021, 2021-08-11, 2021-08-11, Anouncer
13. Amirkhani Hossein, Pilehvar Mohammad Taher, Don't Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques, EMNLP 2021, 2021-09-01, 2021-09-01, Anouncer
14. Rajaee Sara, Pilehvar Mohammad Taher, How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy, EMNLP 2021, 2021-09-10, 2021-09-10, Anouncer
15. Fayyaz Mohsen, Aghazadeh Ehsan, Modarressi Ali, Mohebbi Hosein, Pilehvar Mohammad Taher, Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids' Representations, BlackboxNLP (EMNLP 2021), 2021-09-13, 2021-09-13, Anouncer
16. Rezaee Kiamehr, Loureiro Daniel, Camacho-Collados Jose, Pilehvar Mohammad Taher, On the Cross-lingual Transferability of Contextualized Sense Embeddings, EMNLP 2021), 2021-11-11, 2021-11-11, Anouncer
17. AkbarTajari Mohammad, Rajaee Sara, Pilehvar Mohammad Taher, An Empirical Study on the Transferability of Transformer Modules in Parameter-Efficient Fine-Tuning, EMNLP 2022, 2022-02-01, 2022-02-01, Anouncer
18. Modarressi Ali, Mohebbi Hosein, Pilehvar Mohammad Taher, AdapLeR: Speeding up Inference by Adaptive Length Reduction, ACL 2022, 2022-03-16, 2022-03-16, Anouncer
19. Mehrafarin Houman, Rajaee Sara, Pilehvar Mohammad Taher, On the Importance of Data Size in Probing Fine-tuned Models, ACL 2022, 2022-03-17, 2022-03-17, Anouncer
20. Rajaee Sara, Pilehvar Mohammad Taher, An Isotropy Analysis in the Multilingual BERT Embedding Space, ACL 2022, 2022-05-10, 2022-05-10, Anouncer
21. Conforti Costanza, Berndt Jakob, Pilehvar Mohammad Taher, Giannitsarou Chryssi, Toxvaerd Flavio, Collier Nigel, Incorporating Stock Market Signals for Twitter Stance Detection, ACL 2022, 2022-05-11, 2022-05-11, Anouncer
22. Etezadi Romina, Karrab Mohammad, Zare Najmeh, Sajadi Mohamad Bagher, Pilehvar Mohammad Taher, DadmaTools: Natural Language Processing Toolkit for Persian Language, NAACL 2022 Demo, 2022-07-11, 2022-07-11, Anouncer
23. Modarressi Ali, Fayyaz Mohsen, Yaghoobzadeh Yadollah, Pilehvar Mohammad Taher, GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers, NAACL 2022, 2022-07-11, 2022-07-11, Anouncer
24. Fayyaz Mohsen, Aghazadeh Ehsan, Modarressi Ali, Pilehvar Mohammad Taher, Yaghoobzadeh Yadollah, Ebrahimi Kahou Samira, BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning, ENLSP (NeurIPS 2022), 2022-10-11, 2022-10-11, Anouncer
25. Rajaee Sara, Yaghoobzadeh Yadollah, Pilehvar Mohammad Taher, Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference, EMNLP 2022, 2022-11-07, 2022-11-07, Anouncer
26. Pilehvar Mohammad Taher, Tabasi Mohsen, Rezaee Kiamehr, Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context, ACL 2022, 2022-05-11, 2023-05-11, Anouncer
27. Pilehvar Mohammad Taher, Modarressi Ali, Fayyaz Mohsen, Aghazadeh Ehsan, Yaghoobzadeh Yadollah, DecompX: Explaining Transformers Decisions by Propagating Token Decomposition, ACL 2023, 2023-06-05, 2023-06-05, Anouncer