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title: "Yoav Goldberg — papers of 2021 — 6 papers, the most cited first"
description: "Yoav Goldberg — papers of 2021: 6 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Yoav Goldberg — papers of 2021 — 6 papers, the most cited first

6 papers · [all years of Yoav Goldberg](https://md.research.elamur.ai/free/en/authors/yoav-goldberg/#years)

- [BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models arXiv:2106.10199](https://md.research.elamur.ai/free/en/papers/ben-zaken-2021-bitfit-simple-parameter-efficient-fine/) — Elad Ben-Zaken, Shauli Ravfogel, Yoav Goldberg · 2021 · 406 citations

**[Amnesic Probing: Behavioral Explanation with Amnesic Counterfactuals](https://md.research.elamur.ai/free/en/papers/elazar-2021-amnesic-probing-behavioral-explanation-amnesic/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Yanai Elazar, Shauli Ravfogel, Alon Jacovi, et al.*2021 · 247 citations*

**[Including Signed Languages in Natural Language Processing](https://md.research.elamur.ai/free/en/papers/yin-2021-including-signed-languages-natural-language/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kayo Yin, Amit Moryossef, Julie Hochgesang, et al.*2021 · 147 citations*

**[Aligning Faithful Interpretations with their Social Attribution](https://md.research.elamur.ai/free/en/papers/jacovi-2021-aligning-faithful-interpretations-their-social/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Alon Jacovi, Yoav Goldberg*2021 · 123 citations*

**[Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand?](https://md.research.elamur.ai/free/en/papers/merrill-2021-provable-limitations-acquiring-meaning-ungrounded/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**William Merrill, Yoav Goldberg, Roy Schwartz, et al.*2021 · 89 citations*

- [Hebrew Psychological Lexicons](https://md.research.elamur.ai/free/en/papers/shapira-2021-hebrew-psychological-lexicons/) — Natalie Shapira, Dana Atzil-Slonim, Daniel Juravski, et al. · Modern Hebrew · 9 citations