--- title: "Anthony Rios — author profile and papers" description: "Anthony Rios, Texas A&M University – San Antonio: 2 papers on Elamur Research (2018–2026), h-index 14 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/anthony-rios/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/anthony-rios/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Anthony Rios # Anthony Rios Anthony Rios has 2 papers in our library, in 2018–2026, most of them on [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/). 2 papers in our library · 2018–2026 [OpenAlex](https://openalex.org/A5018773113) · [ORCID](https://orcid.org/0000-0003-1781-3975) · [Wikidata](https://www.wikidata.org/wiki/Q85332825) · [**h-index 14**](https://openalex.org/authors/A5018773113) · [68 works](https://openalex.org/works?filter=author.id:A5018773113) · [1,039 citations](https://openalex.org/works?filter=author.id:A5018773113&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/anthony-rios/#papers) · [🔗 68 citations in our library](https://md.research.elamur.ai/free/en/authors/anthony-rios/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Star rank #3693](https://md.research.elamur.ai/free/en/paper-stars/page/37/#star-3693) 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=Anthony+Rios) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Anthony+Rios) · [dblp](https://dblp.org/search?q=Anthony+Rios) · [ACL Anthology](https://aclanthology.org/search/?q=Anthony+Rios) ## Affiliations [🎓**The University of Texas at San Antonio** San Antonio · United States 2018–2026 · 71 papersEmployment since 2018*current*](https://ror.org/01kd65564) · [🎓**Texas A&M University – San Antonio** San Antonio · United States 2026 · 1 paper*current*](https://ror.org/0084njv03) · [🎓**University of Kentucky** Lexington · United States 2012–2019 · 15 papersEducation 2012–2018](https://md.research.elamur.ai/free/en/universities/university-of-kentucky/) · [🔬**National Center for Biotechnology Information** Bethesda · United States 2018 · 2 papers](https://ror.org/02meqm098) · [🏛️**National Institutes of Health** Bethesda · United States 2018 · 2 papers](https://md.research.elamur.ai/free/en/government/national-institutes-of-health/) · [🎓**Georgetown College** Georgetown · United States 2007–2011Education 2007–2011](https://ror.org/059yd5j13) 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. ## Topics [Dialogue systems (1)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/papers/nourbakhsh-2026-tracer-early-failure-detection-task/) ### 2010s [**2018** 1 paper](https://md.research.elamur.ai/free/en/papers/rios-2018-few-shot-zero-shot-multi/) ## Papers The most cited first (OpenAlex and our library). 1. **[Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces](https://md.research.elamur.ai/free/en/papers/rios-2018-few-shot-zero-shot-multi/)** *(2018 · 245 citations)* Clinical coding datasets such as MIMIC follow a power-law distribution. A handful of ICD-9 codes appear thousands of times, while most are rare or never appear in training data. Common metrics like micro-F1 or P@k hide how models handle these rare codes. Rios and Kavuluru address both the evaluation and the modeling… 2. **[TRACER: Early Failure Detection for Task-Oriented Dialogue](https://md.research.elamur.ai/free/en/papers/nourbakhsh-2026-tracer-early-failure-detection-task/)** *(2026)* Most evaluation of task-oriented dialogue (TOD) systems judges a conversation only after it ends, when it is too late to rescue it. ## 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. ## Cited by Papers of our library cite their works 68 times (of the 140,884 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/anthony-rios/cited-by/).