Hadi Amiri, PhD
Hadi Amiri received his PhD in Computer Science from the National University of Singapore, and his primary research interest is in Machine Learning for computational modeling of human language. Prior to joining Harvard, he was a Postdoctoral Research Associate at the University of Maryland and a Research Scientist at the Institute for Infocomm Research (I2R). As a Postdoctoral Fellow at DBMI, he developed computational models to help understand rare diseases and to find diagnoses for them in the Undiagnosed Diseases Network. He is now an Assistant Professor in the Department of Computer Science at the University of Massachusetts (UMass) Lowell, where he directs their Computational Language Understanding (CLU) Lab.
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Neural Self-Training through Spaced Repetition, NAACL'19
Hadi Amiri. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL'19). Minneapolis, MN, USA.
Vector of Locally Aggregated Embeddings for Text Representation, NAACL'19
Hadi Amiri, Mitra Mohtarami. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL'19). Minneapolis, MN, USA.
Serial Recall Effects in Neural Language Modeling, NAACL'19
Hassan Hajipoor, Hadi Amiri, Maseud Rahgozar, Farhad Oroumchian. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL'19). Minneapolis, MN, USA.
Toward Large-scale and Multi-facet Analysis of First-person Alcohol Drinking, AMIA'18
Hadi Amiri, Kara Magane, Lauren Wisk, Guergana Savova, Elissa Weitzman. In Proceedings of American Medical Informatics Association (AMIA'18). San Francisco, CA.
Spotting Spurious Data with Neural Networks, NAACL'18
Hadi Amiri, Timothy A. Miller, Guergana Savova. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL'18). New Orleans, LA, USA.
Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks, EMNLP'17
Hadi Amiri, Timothy A. Miller, Guergana Savova. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP'17). Copenhagen, Denmark.
Learning Text Pair Similarity with Context-sensitive Autoencoders, ACL'16
Hadi Amiri, Philip Resnik, Jordan Boyd-Graber, Hal Daumé III. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL'16). Berlin, Germany.
Short Text Representation for Detecting Churn in Microblogs, AAAI'16
Hadi Amiri and Hal Daumé III. In Proceedings of the Thirtieth Conference on Artificial Intelligence (AAAI'16). Phoenix, AZ, USA.
Target-dependent Churn Classification in Microblogs, AAAI'15
Hadi Amiri and Hal Daumé III. In Proceedings of the Twenty-Ninth Conference on Artificial Intelligence (AAAI'15). Austin, TX, USA.
Emerging Topic Detection for Organizations from Microblogs, SIGIR'13
Chen Yan, Hadi Amiri, Zhojun Li, Tat-Seng Chua. In Proceedings of ACM SIGIR conference on research and development in Information Retrieval (SIGIR'13). Dublin, Ireland.
A Pattern Matching Based Model for Implicit Opinion Question Identification, AAAI'13
Hadi Amiri, Zheng-Jun Zha, Tat-Seng Chua. In Proceedings of the Twenty-Seventh Conference on Artificial Intelligence (AAAI'13). Bellevue, WA, USA.
Mining Sentiment Terminology through Time, CIKM'12
Hadi Amiri, Tat-Seng Chua. In Proceedings of the 21th ACM International Conference on Information and Knowledge Management (CIKM'12). Maui, Hawaii, USA.
Mining Slang and Urban Opinion Words and Phrases from cQA Services: An Optimization Approach, WSDM'12
Hadi Amiri, Tat-Seng Chua. In Proceedings of the Fifth ACM International Conference on Web Search and Data Mining (WSDM'12). Seattle, WA, USA.
Sense Sentiment Similarity: An Analysis, AAAI'12
Mitra Mohtarami, Hadi Amiri, Man Lan, Thanh Tran, Chew Lim Tan. In Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI'12). Toronto, Ontario, Canada.
Predicting the Uncertainty of Sentiment Adjectives in Indirect Answers, CIKM'11
Mitra Mohtarami, Hadi Amiri, Man Lan, Chew Lim Tan. In Proceedings of the 20th ACM International Conference on Information and Knowledge Management (CIKM'11). Glasgow, Scotland, UK.
Hamshahri: A Standard Persian Text Collection, Knowledge-based Systems
Abolfazl AleAhmad, Hadi Amiri, Ehsan Darrudi, Masoud Rahgozar, Farhad Oroumchian. Knowl.-Based Syst. 22(5): 382-387.
Improving Persian Information Retrieval Systems Using Stemming and Part of Speech Tagging, CLEF'08
Reza Karimpour, A. Ghorbani, A. Pishdad, M. Mohtarami, A. AleAhmad, H. Amiri, F. Oroumchian. In Evaluating Systems for Multilingual and Multimodal Information Access, vol. 5706 of Lecture Notes in Computer Science. Springer Berlin, Heidelberg.
Fusion of Retrieval Models at CLEF 2008 Ad Hoc Persian Track, CLEF'08
Zahra Aghazade, N. Dehghani, L. Farzinvash, R. Rahimi, A. AleAhmad, H. Amiri, F. Oroumchian. In Evaluating Systems for Multilingual and Multimodal Information Access, vol. 5706 of Lecture Notes in Computer Science. Springer Berlin, Heidelberg.
Keyword Suggestion Using Concept Graph Construction from Wikipedia Rich Documents, ESAIR'08
Hadi Amiri, Abolfazl AleAhmad, Farhad Oroumchian, Masoud Rahgozar. ECIR Workshop on Exploiting Semantic Annotations in Information Retrieval (ESAIR'08). Glasgow, Scotland, UK.
Investigation of Language Modeling Based Persian Information Retrieval, INFOS'08
Hadi Amiri, Ashkan Zarnani, Mahbod Tavallaee, Sadra Abedinzadeh, Farhad Oroumchian, Masoud Rahgozar. The 6th International Conference on Informatics and Systems, INFOS 2008. Cairo, Egypt.
Experiments with English-Persian Text Retrieval, iNEWS'08
Abolfazl AleAhmad, Hadi Amiri, Masoud Rahgozar, Farhad Oroumchian. In Proceeding of the 2nd ACM workshop on Improving Non-English Web Searching (iNEWS'08). Napa, CA, USA.
Investigation on a Feasible Corpus For Persian POS Tagging (in Persian), CSICC'07
Hadi Amiri, Hosein Hojjat, Farhad Oroumchian. In Proceedings of the 12th International CSI Computer Conference (CSICC'07). Tehran, Iran. (in Persian)
Using OWA Fuzzy Operator to Merge Retrieval System Results,
Hadi Amiri, Abolfazl AleAhmad, Farhad Oroumchian, Caro Lucas, Masoud Rahgozar. The Second Workshop on Computational Approaches to Arabic Script-based Languages. Stanford, CA, USA.