Research output per year
Research output per year
Personal profile
About Me
My research is focused on natural language processing (how can computers produce, consume, manipulate and understand texts written in human languages) and machine learning (how to learn from examples). In particular, I am interested in statistical learning methods applied to language data. I focus on the “building blocks” of language: syntactic structure, meaning representation, and coreference resolution. Recently, I'm exploring neural network based approaches to language processing.
About Me
My research is focused on natural language processing (how can computers produce, consume, manipulate and understand texts written in human languages) and machine learning (how to learn from examples). In particular, I am interested in statistical learning methods applied to language data. I focus on the “building blocks” of language: syntactic structure, meaning representation, and coreference resolution. Recently, I'm exploring neural network based approaches to language processing.
Education/Academic qualification
PhD, Ben-Gurion University of the Negev
Oct 2007 → Sep 2011
Award Date: 30 Sep 2011
Master's Degree, Ben-Gurion University of the Negev
Oct 2005 → Sep 2007
Award Date: 30 Sep 2007
Bachelor, Ben-Gurion University of the Negev
Oct 2002 → Sep 2005
Award Date: 30 Sep 2005
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Polynomial Adaptation of Large-Scale CNNs for Homomorphic Encryption-Based Secure Inference
Baruch, M., Drucker, N., Ezov, G., Goldberg, Y., Kushnir, E., Lerner, J., Soceanu, O. & Zimerman, I., 2025, Cyber Security, Cryptology, and Machine Learning - 8th International Symposium, CSCML 2024, Proceedings. Dolev, S., Elhadad, M., Kutyłowski, M. & Persiano, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-25 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15349 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models
Shapira, N., Levy, M., Alavi, S. H., Zhou, X., Choi, Y., Goldberg, Y., Sap, M. & Shwartz, V., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Graham, Y., Purver, M. & Purver, M. (eds.). Association for Computational Linguistics (ACL), p. 2257-2273 17 p. (EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
13 Scopus citations -
Correction to: Extracting automata from recurrent neural networks using queries and counterexamples (extended version) (Machine Learning, (2024), 113, 5, (2877-2919), 10.1007/s10994-022-06163-2)
Weiss, G., Goldberg, Y. & Yahav, E., Dec 2024, In: Machine Learning. 113, 11, p. 8769 1 p.Research output: Contribution to journal › Comment/debate
Open Access -
Data Contamination Report from the 2024 CONDA Shared Task
Sainz, O., García-Ferrero, I., Jacovi, A., Campos, J. A., Elazar, Y., Agirre, E., Goldberg, Y., Chen, W. L., Chim, J., Choshen, L., D’Amico-Wong, L., Dell, M., Fan, R. Z., Golchin, S., Li, Y., Liu, P., Pahwa, B., Prabhu, A., Sharma, S. & Silcock, E. & 8 others, , 2024, CONDA 2024 - 1st Data Contamination Workshop, Proceedings of the Workshop. Sainz, O., Ferrero, I. G., Agirre, E., Campos, J. A., Jacovi, A., Elazar, Y. & Goldberg, Y. (eds.). Association for Computational Linguistics (ACL), p. 41-56 16 p. (CONDA 2024 - 1st Data Contamination Workshop, Proceedings of the Workshop).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Data-driven Coreference-based Ontology Building
Ashury-Tahan, S., Cohen, A. D. N., Cohen, N., Louzoun, Y. & Goldberg, Y., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 14290-14300 11 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Prizes
Activities
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Topical/Group Seminar: Using LSTMs for fun and profit
Goldberg, Y. (Speaker)
2016 → …Activity: Talk or presentation › Oral presentation
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Topical/Group Seminar: Doing stuff with LSTMs
Goldberg, Y. (Speaker)
2016 → …Activity: Talk or presentation › Oral presentation
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Conference Contributed
Goldberg, Y. (Invited speaker)
7 Aug 2016 → 12 Aug 2016Activity: Talk or presentation › Invited talk
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Departmental Seminar/Colloquium: Neural Networks for NLP
Goldberg, Y. (Speaker)
2016 → …Activity: Talk or presentation › Oral presentation
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COLING
Goldberg, Y. (Participation - Conference participant)
11 Dec 2016 → 16 Dec 2016Activity: Participating in or organizing an event › Organizing a conference, workshop, ...