--- title: "Seraphina Goldfarb-Tarrant — author profile and papers" description: "Seraphina Goldfarb-Tarrant: 4 papers on Elamur Research (2021–2026) — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/seraphina-goldfarb-tarrant/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/seraphina-goldfarb-tarrant/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Seraphina Goldfarb-Tarrant # Seraphina Goldfarb-Tarrant Seraphina Goldfarb-Tarrant has 4 papers in our library, in 2021–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Bias, fairness & safety](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Adam Lopez](https://md.research.elamur.ai/free/en/authors/adam-lopez/), [Arash Ahmadian](https://md.research.elamur.ai/free/en/authors/arash-ahmadian/), [Ayomide Odumakinde](https://md.research.elamur.ai/free/en/authors/ayomide-odumakinde/). 4 papers in our library · 2021–2026 No OpenAlex profile matched yet. [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/seraphina-goldfarb-tarrant/#papers) · [🔗 Cited 169 times in our library](https://md.research.elamur.ai/free/en/authors/seraphina-goldfarb-tarrant/cited-by/) · [⭐ Paper Stars ranking: #5832](https://md.research.elamur.ai/free/en/paper-stars/page/59/#star-5832) 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=Seraphina+Goldfarb-Tarrant) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Seraphina+Goldfarb-Tarrant) · [dblp](https://dblp.org/search?q=Seraphina+Goldfarb-Tarrant) · [ACL Anthology](https://aclanthology.org/search/?q=Seraphina+Goldfarb-Tarrant) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Safety Research · 3 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/safety-research/) · [Social Sciences · 3 works](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 4 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Bias, fairness & safety · 2 works](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/seraphina-goldfarb-tarrant/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/seraphina-goldfarb-tarrant/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/seraphina-goldfarb-tarrant/year/2024/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/seraphina-goldfarb-tarrant/year/2021/) ## Papers The most cited first (OpenAlex and our library). 1. **[Intrinsic Bias Metrics Do Not Correlate with Application Bias](https://md.research.elamur.ai/free/en/papers/tarrant-2021-intrinsic-bias-metrics-do-not/)** *(2021 · 117 citations)* Research on debiasing word embeddings usually assumes that lowering bias inside the vector space will also lower unfair behaviour in downstream systems. 2. **[The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm](https://md.research.elamur.ai/free/en/papers/aakanksha-2024-multilingual-alignment-prism-aligning-global/)** *(2024 · 49 citations)* Most LLM safety alignment targets English and relies on Western-centric data. This leaves non-English users more exposed and lets other languages serve as a route around guardrails. The paper asks three things: whether harm mitigation can work across many languages at once, whether it transfers across languages, and… 3. **[Safer or Luckier? LLMs as Safety Evaluators Are Not Robust to Artifacts](https://md.research.elamur.ai/free/en/papers/chen-2025-safer-or-luckier-llms-as/)** *(2025 · 13 citations)* Many teams let an LLM judge decide which of two models gives safer output, but this practice has rarely been stress-tested for safety. 4. **[Lost in Simulation: LLM-Simulated Users are Unreliable Proxies for Human Users in Agentic Evaluations](https://md.research.elamur.ai/free/en/papers/seshadri-2026-lost-simulation-llm-simulated-users/)** *(2026 · 5 citations)* Agentic benchmarks commonly replace real people with an LLM that plays the user, but this approach has rarely been checked against actual human behaviour. ## Co-authors here 10 co-authors with a page, the most papers together first. - [Adam Lopez](https://md.research.elamur.ai/free/en/authors/adam-lopez/) - [Arash Ahmadian](https://md.research.elamur.ai/free/en/authors/arash-ahmadian/) - [Ayomide Odumakinde](https://md.research.elamur.ai/free/en/authors/ayomide-odumakinde/) - [Beyza Ermis](https://md.research.elamur.ai/free/en/authors/beyza-ermis/) - [Hongyu Chen](https://md.research.elamur.ai/free/en/authors/hongyu-chen/) - [Julia Kreutzer](https://md.research.elamur.ai/free/en/authors/julia-kreutzer/) - [Marzieh Fadaee](https://md.research.elamur.ai/free/en/authors/marzieh-fadaee/) - [Sameer Singh](https://md.research.elamur.ai/free/en/authors/sameer-singh/) - [Samuel Cahyawijaya](https://md.research.elamur.ai/free/en/authors/samuel-cahyawijaya/) - [Sara Hooker](https://md.research.elamur.ai/free/en/authors/sara-hooker/) ## 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/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/), [ACL 2021](https://md.research.elamur.ai/free/en/venues/acl/2021/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2024](https://md.research.elamur.ai/free/en/venues/emnlp/2024/) ## Cited by Papers of our library cite their works 169 times (of the 149,439 papers whose bibliographies we read); [36 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/seraphina-goldfarb-tarrant/cited-by/). Updated 30 October 2026