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.
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
מדעי המחשב
Oct 2007 → Sep 2011
מדעי המחשב
Oct 2005 → Sep 2007
מדעי המחשב, Bachelor
Oct 2002 → 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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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
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From centralized to ad-hoc knowledge base construction for hypotheses generation
Launer-Wachs, S., Taub-Tabib, H., Madem, J. T., Bar-Natan, O., Goldberg, Y. & Shamay, Y., Jun 2023, In: Journal of Biomedical Informatics. 142, 104383.Research output: Contribution to journal › Article › peer-review
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LINGMESS: Linguistically Informed Multi Expert Scorers for Coreference Resolution
Otmazgin, S., Cattan, A. & Goldberg, Y., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 2744-2752 9 p. (EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Simple and Effective Multi-Token Completion from Masked Language Models
Kalinsky, O., Libov, A., Kushilevitz, G. & Goldberg, Y., 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. 2311-2324 14 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
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Understanding Transformer Memorization Recall Through Idioms
Haviv, A., Cohen, I., Gidron, J., Schuster, R., Goldberg, Y. & Geva, M., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 248-264 17 p. (EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Prizes
Activities
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COLING
Yoav Goldberg (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
Yoav Goldberg (Speaker)
2016 → …Activity: Talk or presentation › Oral presentation
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Topical/Group Seminar: Doing stuff with LSTMs
Yoav Goldberg (Speaker)
2016 → …Activity: Talk or presentation › Oral presentation
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Departmental Seminar/Colloquium: Neural Networks for NLP
Yoav Goldberg (Speaker)
2016 → …Activity: Talk or presentation › Oral presentation
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Conference Contributed
Yoav Goldberg (Invited speaker)
7 Aug 2016 → 12 Aug 2016Activity: Talk or presentation › Invited talk