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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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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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
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Extracting automata from recurrent neural networks using queries and counterexamples (extended version)
Weiss, G., Goldberg, Y. & Yahav, E., May 2024, In: Machine Learning. 113, 5, p. 2877-2919 43 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Identifying symptom etiologies using syntactic patterns and large language models
Taub-Tabib, H., Shamay, Y., Shlain, M., Pinhasov, M., Polak, M., Tiktinsky, A., Rahamimov, S., Bareket, D., Eyal, B., Kassis, M., Goldberg, Y., Kaminski Rosenberg, T., Vulfsons, S. & Ben Sasson, M., 13 Jul 2024, In: Scientific Reports. 14, 1, 16190.Research output: Contribution to journal › Article › peer-review
Open Access -
An Open-Source Gloss-Based Baseline for Spoken to Signed Language Translation
Moryossef, A., Müller, M., Göhring, A., Jiang, Z., Goldberg, Y. & Ebling, S., 2023, AT4SSL 2023 - Proceedings of the 2nd International Workshop on Automatic Translation for Signed and Spoken Languages. Shterionov, D., De Sisto, M., Muller, M., Van Landuyt, D., Omardeen, R., O'boyle, S., Braffort, A., Roelofsen, F., Blain, F., Vanroy, B. & Avramidis, E. (eds.). European Association for Machine Translation, p. 25-36 12 p. (AT4SSL 2023 - Proceedings of the 2nd International Workshop on Automatic Translation for Signed and Spoken Languages).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations -
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm
Zhang, H., Huo, Y., Elazar, Y., Song, Y., Goldberg, Y. & Roth, D., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023. Association for Computational Linguistics (ACL), p. 114-124 11 p. (EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations
Prizes
Activities
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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, ...
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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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Topical/Group Seminar: Doing stuff with LSTMs
Goldberg, Y. (Speaker)
2016 → …Activity: Talk or presentation › Oral presentation
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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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Departmental Seminar/Colloquium: Neural Networks for NLP
Goldberg, Y. (Speaker)
2016 → …Activity: Talk or presentation › Oral presentation