--- title: "Evangelia Spiliopoulou · Amazon — author profile and papers" description: "Evangelia Spiliopoulou, Amazon: 3 papers on Elamur Research (2017–2026), h-index 5 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/evangelia-spiliopoulou/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/evangelia-spiliopoulou/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Evangelia Spiliopoulou # Evangelia Spiliopoulou Evangelia Spiliopoulou has 3 papers in our library, in 2017–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Semantic role labeling](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/), [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/); often with [Eduard Hovy](https://md.research.elamur.ai/free/en/authors/eduard-hovy/), [Gyuwan Kim](https://md.research.elamur.ai/free/en/authors/gyuwan-kim/), [Nikolaos Pappas](https://md.research.elamur.ai/free/en/authors/nikolaos-pappas/). 3 papers in our library · 2017–2026 [OpenAlex](https://openalex.org/A5055466746) · [ORCID](https://orcid.org/0009-0009-7269-6813) · [**h-index 5**](https://openalex.org/authors/A5055466746) · [26 works](https://openalex.org/works?filter=author.id:A5055466746) · [59 citations](https://openalex.org/works?filter=author.id:A5055466746&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/evangelia-spiliopoulou/#papers) · [🔗 Cited 12 times in our library](https://md.research.elamur.ai/free/en/authors/evangelia-spiliopoulou/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10130](https://md.research.elamur.ai/free/en/paper-stars/page/102/#star-10130) 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=Evangelia+Spiliopoulou) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Evangelia+Spiliopoulou) · [dblp](https://dblp.org/search?q=Evangelia+Spiliopoulou) · [ACL Anthology](https://aclanthology.org/search/?q=Evangelia+Spiliopoulou) ## Affiliations [🏢**Amazon** Seattle · United States 2022–2026 · 6 papers*current*](https://md.research.elamur.ai/free/en/companies/amazon/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 2017–2022 · 7 papers](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**Georgia Institute of Technology** Atlanta · United States 2015–2017 · 3 papers](https://md.research.elamur.ai/free/en/universities/georgia-institute-of-technology/) · [🏢**Meta** Menlo Park · United States Employment · Research Scientist, FAIR](https://md.research.elamur.ai/free/en/companies/meta/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 4 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 4 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Semantic parsing & meaning representation · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) · [Semantic role labeling · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/evangelia-spiliopoulou/year/2026/) ### 2010s [**2017** 1 paper](https://md.research.elamur.ai/free/en/authors/evangelia-spiliopoulou/year/2017/) ## Papers The most cited first (OpenAlex and our library). 1. **[Event Detection Using Frame-Semantic Parser](https://md.research.elamur.ai/free/en/papers/spiliopoulou-2017-event-detection-frame-semantic-parser/)** *(2017 · 17 citations)* The paper addresses event nugget detection and type/subtype classification under the ACE 2005 scheme. The authors argue that deep learning detectors built on shallow lexical cues and embeddings tend to be precise but miss many events. Their alternative trades precision for coverage. The frame-semantic parser Semafor… 2. **[Detecting Training Data of Large Language Models via Expectation Maximization](https://md.research.elamur.ai/free/en/papers/kim-2026-detecting-training-data-large-language/)** *(2026 · 5 citations)* This paper tackles membership inference for large language models: deciding whether a given text was part of a model's pre-training data. 3. **[Balancing Classification and Calibration Performance in Decision-Making LLMs via Calibration Aware Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/yaldiz-2026-balancing-classification-calibration-performance-decision/)** *(2026)* LLMs used for decisions such as content moderation or clinical support need confidence scores that tell downstream systems when to fall back to a larger model or a human. ## All works 4 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them. 1. [**Event Detection Using Frame-Semantic Parser Proceedings of the Events and Stories in the News Workshop**Evangelia Spiliopoulou, Eduard Hovy, Teruko Mitamura*2017 · 17 citations*](https://md.research.elamur.ai/free/en/papers/spiliopoulou-2017-event-detection-frame-semantic-parser/) 2. **[Detecting Training Data of Large Language Models via Expectation Maximization](https://md.research.elamur.ai/free/en/papers/kim-2026-detecting-training-data-large-language/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Gyuwan Kim, Yang Li, Evangelia Spiliopoulou, et al.*2026 · 5 citations* 3. **[Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ↗](https://aclanthology.org/2023.acl-long.894/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Alexander Hanbo Li et al.*2023 · 4 citations* 4. **[Balancing Classification and Calibration Performance in Decision-Making LLMs via Calibration Aware Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/yaldiz-2026-balancing-classification-calibration-performance-decision/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Duygu Nur Yaldiz, Evangelia Spiliopoulou, Zheng Qi, et al.*2026* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Eduard Hovy](https://md.research.elamur.ai/free/en/authors/eduard-hovy/) - [Gyuwan Kim](https://md.research.elamur.ai/free/en/authors/gyuwan-kim/) - [Nikolaos Pappas](https://md.research.elamur.ai/free/en/authors/nikolaos-pappas/) - [Siddharth Varia](https://md.research.elamur.ai/free/en/authors/siddharth-varia/) - [Srikanth Doss](https://md.research.elamur.ai/free/en/authors/srikanth-doss/) - [Teruko Mitamura](https://md.research.elamur.ai/free/en/authors/teruko-mitamura/) - [William Yang Wang](https://md.research.elamur.ai/free/en/authors/william-yang-wang/) - [Yang Li](https://md.research.elamur.ai/free/en/authors/yang-li/) - [Zheng Qi](https://md.research.elamur.ai/free/en/authors/zheng-qi/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/): [EACL 2026](https://md.research.elamur.ai/free/en/venues/eacl/2026/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) - Proceedings of the Events and Stories in the News Workshop ## Cited by Papers of our library cite their works 12 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/evangelia-spiliopoulou/cited-by/). Updated 2 November 2026