--- title: "Gabor Angeli — author profile and papers" description: "Gabor Angeli: 2 papers on Elamur Research (2010–2015), h-index 15 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/gabor-angeli/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/gabor-angeli/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Gabor Angeli # Gabor Angeli Gabor Angeli works on natural language processing problems that connect free text with structured representations of facts. Their papers here, from 2010 to 2015, run in two directions: turning database records into fluent descriptions, and pulling relation triples out of unrestricted text. Both rely on statistical classifiers guided by explicit linguistic or structural cues rather than large sets of hand-built rules or learned patterns. The work sits within [information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/) and data-to-text generation. The most cited paper here is [Leveraging Linguistic Structure For Open Domain Information Extraction](https://md.research.elamur.ai/free/en/papers/angeli-2015-leveraging-linguistic-structure-open-domain/) (2015). It approaches open IE by having a classifier walk a sentence's dependency tree and break it into short independent clauses. That classifier is trained by distant supervision from known KBP relations. Natural logic then trims each clause, but only where the shortened version is still entailed. The aim is to outperform pattern-based systems such as Ollie on text from unfamiliar domains and on long-distance syntactic links. The earlier [A Simple Domain-Independent Probabilistic Approach to Generation](https://md.research.elamur.ai/free/en/papers/angeli-2010-simple-domain-independent-probabilistic-approach/) (2010) treats generation as a cascade of small decisions: first a record, then some of its fields, then a word template. Each step is handled by a log-linear classifier whose features can see every earlier choice, and the templates are mined from automatically aligned text instead of written by hand. Taken in order, the papers here move from producing language out of structured data toward recovering structured data from language, with dependency syntax and logical entailment playing a growing role. Angeli's papers from 2012 to 2017 carry a [Stanford University](https://md.research.elamur.ai/free/en/universities/stanford-university/) affiliation. The 2010 generation paper was written with [Percy Liang](https://md.research.elamur.ai/free/en/authors/percy-liang/) and [Dan Klein](https://md.research.elamur.ai/free/en/authors/dan-klein/), and [Christopher D. Manning](https://md.research.elamur.ai/free/en/authors/christopher-d-manning/) also appears among the co-authors of the papers here. Gabor Angeli has 2 papers in our library, in 2010–2015, most of them on [Information extraction](https://md.research.elamur.ai/free/en/topics/information-extraction/); often with [Christopher D. Manning](https://md.research.elamur.ai/free/en/authors/christopher-d-manning/), [Dan Klein](https://md.research.elamur.ai/free/en/authors/dan-klein/), [Percy Liang](https://md.research.elamur.ai/free/en/authors/percy-liang/). 2 papers in our library · 2010–2015 [OpenAlex](https://openalex.org/A5074606190) · [**h-index 15**](https://openalex.org/authors/A5074606190) · [21 works](https://openalex.org/works?filter=author.id:A5074606190) · [5,878 citations](https://openalex.org/works?filter=author.id:A5074606190&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/gabor-angeli/#papers) · [🔗 2,338 citations in our library](https://md.research.elamur.ai/free/en/authors/gabor-angeli/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Star rank #1763](https://md.research.elamur.ai/free/en/paper-stars/page/18/#star-1763) 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=Gabor+Angeli) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Gabor+Angeli) · [dblp](https://dblp.org/search?q=Gabor+Angeli) · [ACL Anthology](https://aclanthology.org/search/?q=Gabor+Angeli) ## Affiliations [🎓**Stanford University** Stanford · United States 2012–2017 · 14 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. 10 more institutions on single bylines are not listed. ## Topics [Information extraction (1)](https://md.research.elamur.ai/free/en/topics/information-extraction/) ## Works by year ### 2010s [**2015** 1 paper](https://md.research.elamur.ai/free/en/papers/angeli-2015-leveraging-linguistic-structure-open-domain/) · [**2010** 1 paper](https://md.research.elamur.ai/free/en/papers/angeli-2010-simple-domain-independent-probabilistic-approach/) ## Papers The most cited first (OpenAlex and our library). 1. **[Leveraging Linguistic Structure For Open Domain Information Extraction](https://md.research.elamur.ai/free/en/papers/angeli-2015-leveraging-linguistic-structure-open-domain/)** *(2015 · 921 citations)* The paper addresses open information extraction (open IE), that is, the automatic extraction of "subject; relation; object" triples from text. 2. **[A Simple Domain-Independent Probabilistic Approach to Generation](https://md.research.elamur.ai/free/en/papers/angeli-2010-simple-domain-independent-probabilistic-approach/)** *(2010 · 260 citations)* The paper addresses data-to-text generation: producing a natural-language description from a world state given as a set of database records. ## Also in our library 4 more works of theirs are in our library without a page here yet; they will appear as we publish them. ## Co-authors here 3 co-authors with a page, the most papers together first. - [Christopher D. Manning](https://md.research.elamur.ai/free/en/authors/christopher-d-manning/) - [Dan Klein](https://md.research.elamur.ai/free/en/authors/dan-klein/) - [Percy Liang](https://md.research.elamur.ai/free/en/authors/percy-liang/) ## Cited by Papers of our library cite their works 2,338 times (of the 140,884 papers whose bibliographies we read); [232 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/gabor-angeli/cited-by/).