--- title: "Bryan Routledge — author profile and papers in our library" description: "Bryan Routledge: 2 papers on Elamur Research (2014–2021), h-index 27 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/bryan-routledge/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/bryan-routledge/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Bryan Routledge # Bryan Routledge Bryan Routledge has 2 papers in our library, in 2014–2021, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Charese Smiley](https://md.research.elamur.ai/free/en/authors/charese-smiley/), [Chong Wang](https://md.research.elamur.ai/free/en/authors/chong-wang/), [Dani Yogatama](https://md.research.elamur.ai/free/en/authors/dani-yogatama/). 2 papers in our library · 2014–2021 [OpenAlex](https://openalex.org/A5021789878) · [ORCID](https://orcid.org/0000-0001-5650-4716) · [**h-index 27**](https://openalex.org/authors/A5021789878) · [105 works](https://openalex.org/works?filter=author.id:A5021789878) · [5,013 citations](https://openalex.org/works?filter=author.id:A5021789878&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/bryan-routledge/#papers) · [🔗 Cited 307 times in our library](https://md.research.elamur.ai/free/en/authors/bryan-routledge/cited-by/) · [4 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #3673](https://md.research.elamur.ai/free/en/paper-stars/page/37/#star-3673) 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=Bryan+Routledge) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Bryan+Routledge) · [dblp](https://dblp.org/search?q=Bryan+Routledge) · [ACL Anthology](https://aclanthology.org/search/?q=Bryan+Routledge) ## Affiliations [🎓**Carnegie Mellon University** Pittsburgh · United States 1995–2025 · 49 papersEmployment since 1995 · Associate Professor of Finance, Tepper School of Business](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🤝**National Bureau of Economic Research** Cambridge · United States 2001–2005 · 2 papers](https://ror.org/04grmx538) · [🎓**University of British Columbia** Vancouver · Canada Education · Ph.D., Faculty of Commerce](https://md.research.elamur.ai/free/en/universities/university-of-british-columbia/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) 🧭 Topics 2 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/bryan-routledge/year/2021/) ### 2010s [**2014** 1 paper](https://md.research.elamur.ai/free/en/authors/bryan-routledge/year/2014/) ## Papers The most cited first (OpenAlex and our library). 1. **[FinQA: A Dataset of Numerical Reasoning over Financial Data](https://md.research.elamur.ai/free/en/papers/chen-2021-finqa-dataset-numerical-reasoning-over/)** *(2021 · 513 citations)* FinQA targets question answering over corporate financial reports. Answers there usually require combining numbers from tables and prose and then chaining several arithmetic steps. General-domain benchmarks such as DROP mostly need one-step calculations, so they test this skill poorly. The authors hired eleven… 2. **[Dynamic Language Models for Streaming Text](https://md.research.elamur.ai/free/en/papers/yogatama-2014-dynamic-language-models-streaming-text/)** *(2014 · 32 citations)* Most language models assume word distributions stay fixed over time. That assumption fits poorly with fast-changing streams like news and social media. Yogatama et al. propose a probabilistic language model whose parameters evolve daily and can depend on observable non-text signals, here stock market movements. Each… ## All works 6 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[FinQA: A Dataset of Numerical Reasoning over Financial Data](https://md.research.elamur.ai/free/en/papers/chen-2021-finqa-dataset-numerical-reasoning-over/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Zhiyu Chen, Wenhu Chen, Charese Smiley, et al.*2021 · 513 citations* 2. **[Narrative framing of consumer sentiment in online restaurant reviews ↗](https://doi.org/10.5210/fm.v19i4.4944) First Monday · no summary yet**Dan Jurafsky et al.*2014 · 140 citations* 3. **[The Utility of Text: The Case of Amicus Briefs and the Supreme Court ↗](https://arxiv.org/abs/1409.7985) arXiv:1409.7985 · no summary yet**Yanchuan Sim, Bryan Routledge, Noah A. Smith*2014 · 36 citations* 4. **[Dynamic Language Models for Streaming Text](https://md.research.elamur.ai/free/en/papers/yogatama-2014-dynamic-language-models-streaming-text/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Dani Yogatama, Chong Wang, Bryan R. Routledge, et al.*2014 · 32 citations* 5. **[Linguistic Markers of Status in Food Culture: Bourdieu’s Distinction in a Menu Corpus ↗](https://doi.org/10.22148/16.007) Journal of Cultural Analytics · no summary yet**Dan Jurafsky et al.*2016 · 25 citations* 6. **[Linguistic Markers of Status in Food Culture: Bourdieu’s Distinction in a Menu Corpus ↗](https://doi.org/10.31235/osf.io/j9tga) no summary yet**Dan Jurafsky et al.*2018 · 2 citations* ## Co-authors here 10 co-authors with a page, the most papers together first. - [Charese Smiley](https://md.research.elamur.ai/free/en/authors/charese-smiley/) - [Chong Wang](https://md.research.elamur.ai/free/en/authors/chong-wang/) - [Dani Yogatama](https://md.research.elamur.ai/free/en/authors/dani-yogatama/) - [Eric P. Xing](https://md.research.elamur.ai/free/en/authors/eric-p-xing/) - [Noah A. Smith](https://md.research.elamur.ai/free/en/authors/noah-a-smith/) - [Sameena Shah](https://md.research.elamur.ai/free/en/authors/sameena-shah/) - [Ting-Hao Kenneth Huang](https://md.research.elamur.ai/free/en/authors/ting-hao-kenneth-huang/) - [Wenhu Chen](https://md.research.elamur.ai/free/en/authors/wenhu-chen/) - [William Yang Wang](https://md.research.elamur.ai/free/en/authors/william-yang-wang/) - [Zhiyu Chen](https://md.research.elamur.ai/free/en/authors/zhiyu-chen/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2021](https://md.research.elamur.ai/free/en/venues/emnlp/2021/) - [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/): [Transactions of the Association for Computational Linguistics (TACL) 2014](https://md.research.elamur.ai/free/en/venues/tacl/2014/) - First Monday - Journal of Cultural Analytics ## Cited by Papers of our library cite their works 307 times (of the 149,439 papers whose bibliographies we read); [56 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/bryan-routledge/cited-by/). Updated 30 October 2026