--- title: "Amnon Shashua — author profile and papers in our library" description: "Amnon Shashua, Hebrew University of Jerusalem: 4 papers on Elamur Research (2020–2024), h-index 52 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/amnon-shashua/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/amnon-shashua/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Amnon Shashua # Amnon Shashua Amnon Shashua has 4 papers in our library, in 2020–2024, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Yoav Levine](https://md.research.elamur.ai/free/en/authors/yoav-levine/), [Ori Ram](https://md.research.elamur.ai/free/en/authors/ori-ram/), [Yoav Shoham](https://md.research.elamur.ai/free/en/authors/yoav-shoham/). 4 papers in our library · 2020–2024 [OpenAlex](https://openalex.org/A5075004917) · [**h-index 52**](https://openalex.org/authors/A5075004917) · [179 works](https://openalex.org/works?filter=author.id:A5075004917) · [11,107 citations](https://openalex.org/works?filter=author.id:A5075004917&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/amnon-shashua/#papers) · [🔗 Cited 305 times in our library](https://md.research.elamur.ai/free/en/authors/amnon-shashua/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3202](https://md.research.elamur.ai/free/en/paper-stars/page/33/#star-3202) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Amnon+Shashua) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Amnon+Shashua) · [dblp](https://dblp.org/search?q=Amnon+Shashua) · [ACL Anthology](https://aclanthology.org/search/?q=Amnon+Shashua) ## Affiliations [🎓**Hebrew University of Jerusalem** Jerusalem · Israel 1994–2026 · 99 papers*current*](https://md.research.elamur.ai/free/en/universities/hebrew-university-of-jerusalem/) · [🎓**Massachusetts Institute of Technology** Cambridge · United States 1990–2004 · 16 papers](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/) · [🎓**Technion – Israel Institute of Technology** Haifa · Israel 1995–2002 · 7 papers](https://md.research.elamur.ai/free/en/universities/technion-israel-institute-of-technology/) · [🎓**Stanford University** Stanford · United States 2002–2005 · 5 papers](https://md.research.elamur.ai/free/en/universities/stanford-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 2 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Safety Research · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2024** 1 paper Generating Benchmarks for Factuality Evaluation of Language Models](https://md.research.elamur.ai/free/en/papers/muhlgay-2024-generating-benchmarks-factuality-evaluation-language/) · [**2023** 2 papers Amnon Shashua's papers of 2023](https://md.research.elamur.ai/free/en/authors/amnon-shashua/year/2023/) · [**2020** 1 paper SenseBERT: Driving Some Sense into BERT](https://md.research.elamur.ai/free/en/papers/levine-2020-sensebert-driving-some-sense-into/) ## Papers The most cited first (OpenAlex and our library). 1. **[SenseBERT: Driving Some Sense into BERT](https://md.research.elamur.ai/free/en/papers/levine-2020-sensebert-driving-some-sense-into/)** *(2020 · 259 citations)* Self-supervised language models such as BERT learn from word forms, which are only an ambiguous stand-in for meaning. 2. **[Fundamental Limitations of Alignment in Large Language Models](https://md.research.elamur.ai/free/en/papers/wolf-2023-fundamental-limitations-alignment-large-language/)** *(2023 · 110 citations)* Wolf et al. ask whether aligning a large language model, via RLHF finetuning or aligning prompts, can make it robust to adversarial users. To analyze this, they develop Behavior Expectation Bounds (BEB), a framework grounded in probability theory. Each behavior vertical (e.g., helpfulness, politeness) assigns… 3. **[Parallel Context Windows for Large Language Models](https://md.research.elamur.ai/free/en/papers/ratner-2023-parallel-context-windows-large-language/)** *(2023 · 102 citations)* Off-the-shelf large language models can only read a fixed number of tokens at once. This limits in-context learning, multi-document question answering and other long-input uses. Earlier fixes usually needed specially trained architectures. The authors propose Parallel Context Windows (PCW), which works with any… 4. **[Generating Benchmarks for Factuality Evaluation of Language Models](https://md.research.elamur.ai/free/en/papers/muhlgay-2024-generating-benchmarks-factuality-evaluation-language/)** *(2024 · 79 citations)* Measuring how often a language model produces false statements in a given domain is hard. Methods that fact-check a model's own samples cannot choose which facts get tested, and they favour common knowledge over rare or domain-specific facts. Perplexity is often used as a stand-in, but it reflects many linguistic… ## All works 5 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. **[SenseBERT: Driving Some Sense into BERT](https://md.research.elamur.ai/free/en/papers/levine-2020-sensebert-driving-some-sense-into/)**Yoav Levine, Barak Lenz, Or Dagan, et al.*[Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) · 259 citations* 2. [**Fundamental Limitations of Alignment in Large Language Models**Yotam Wolf, Noam Wies, Oshri Avnery, et al.*arXiv:2304.11082 · 110 citations*](https://md.research.elamur.ai/free/en/papers/wolf-2023-fundamental-limitations-alignment-large-language/) 3. **[Parallel Context Windows for Large Language Models](https://md.research.elamur.ai/free/en/papers/ratner-2023-parallel-context-windows-large-language/)**Nir Ratner, Yoav Levine, Yonatan Belinkov, et al.*[Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) · 102 citations* 4. **[Generating Benchmarks for Factuality Evaluation of Language Models](https://md.research.elamur.ai/free/en/papers/muhlgay-2024-generating-benchmarks-factuality-evaluation-language/)**Dor Muhlgay, Ori Ram, Inbal Magar, et al.*[Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/) · 79 citations* 5. **[The Learnability of In-Context Learning](https://arxiv.org/abs/2303.07895) · original ↗ · no summary yet · arXiv:2303.07895**Noam Wies, Yoav Levine, Amnon Shashua*2023 · 49 citations* ## Co-authors here 8 co-authors with a page, the most papers together first. - [Yoav Levine](https://md.research.elamur.ai/free/en/authors/yoav-levine/) ×4 - [Ori Ram](https://md.research.elamur.ai/free/en/authors/ori-ram/) ×3 - [Yoav Shoham](https://md.research.elamur.ai/free/en/authors/yoav-shoham/) ×3 - [Inbal Magar](https://md.research.elamur.ai/free/en/authors/inbal-magar/) ×2 - [Kevin Leyton-Brown](https://md.research.elamur.ai/free/en/authors/kevin-leyton-brown/) ×2 - [Nir Ratner](https://md.research.elamur.ai/free/en/authors/nir-ratner/) ×2 - [Omri Abend](https://md.research.elamur.ai/free/en/authors/omri-abend/) ×2 - [Yonatan Belinkov](https://md.research.elamur.ai/free/en/authors/yonatan-belinkov/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2023](https://md.research.elamur.ai/free/en/venues/acl/2023/), [ACL 2020](https://md.research.elamur.ai/free/en/venues/acl/2020/) - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2024](https://md.research.elamur.ai/free/en/venues/eacl/2024/) ## Cited by Papers of our library cite their works 305 times (of the 141,840 papers whose bibliographies we read); [36 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/amnon-shashua/cited-by/). Updated 24 October 2026