---
title: "Amazon — research, people and papers"
description: "Amazon (Seattle, United States): 55 works on the Elamur Research site, 40 people with a page, 38 251 citations; its topics, units and the institutions it…"
canonical: "https://research.elamur.ai/free/en/companies/amazon/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/companies/amazon/)

[home](https://md.research.elamur.ai/free/en/) / [institutions](https://md.research.elamur.ai/free/en/orgs/) / [companies](https://md.research.elamur.ai/free/en/companies/) / Amazon

# Amazon

Company [Seattle](https://md.research.elamur.ai/free/en/agglomerations/seattle/), United Statesin the agglomeration of [Seattle](https://md.research.elamur.ai/free/en/agglomerations/seattle/)

- [Website](https://www.amazon.com)
- [ROR](https://ror.org/04mv4n011)
- [OpenAlex](https://openalex.org/I1311688040)

[**55** works in our library](https://md.research.elamur.ai/free/en/companies/amazon/works/) · [**40** authors with a page](https://md.research.elamur.ai/free/en/companies/amazon/authors/) · [**38 251** citations of these works](https://md.research.elamur.ai/free/en/companies/amazon/works/) · [**6 590** citations in our library](https://md.research.elamur.ai/free/en/companies/amazon/works/)

## People (40)

Authors with a page here who worked or studied at Amazon, confirmed by their records or by their bylines: first those whose cited work was done most here; beside each, their citations.

- [Alex Smola](https://md.research.elamur.ai/free/en/authors/alex-smola/) — 2018–2023 on 15 papers · 3 papers here · 8 540 citations
- [Cicero Nogueira dos Santos](https://md.research.elamur.ai/free/en/authors/cicero-nogueira-dos-santos/) — 2020–2021 on 12 papers · 8 papers here · 7 280 citations
- [Aram Galstyan](https://md.research.elamur.ai/free/en/authors/aram-galstyan/) — current · 2022–2026 on 27 papers · employment (Wikidata) · 4 papers here · 5 915 citations
- [Marcello Federico](https://md.research.elamur.ai/free/en/authors/marcello-federico/) — current · 2018–2026 on 26 papers · 12 papers here · 8 161 citations
- [Shervin Malmasi](https://md.research.elamur.ai/free/en/authors/shervin-malmasi/) — current · 2019–2026 on 56 papers · 10 papers here · 5 046 citations
- [Christos Christodoulopoulos](https://md.research.elamur.ai/free/en/authors/christos-christodoulopoulos/) — 2018–2023 on 16 papers · 5 papers here · 3 011 citations
- [Arpit Mittal](https://md.research.elamur.ai/free/en/authors/arpit-mittal/) — 2018–2019 on 9 papers · 3 papers here · 2 723 citations
- [Mu Li](https://md.research.elamur.ai/free/en/authors/mu-li/) — 2018–2025 on 22 papers · 5 papers here · 4 195 citations
- [Bonan Min](https://md.research.elamur.ai/free/en/authors/bonan-min/) — 2022–2025 on 11 papers · 3 papers here · 1 860 citations
- [Xiaoyu Shen](https://md.research.elamur.ai/free/en/authors/xiaoyu-shen/) — 2020–2024 on 12 papers · 4 papers here · 2 153 citations

[All 40 people →](https://md.research.elamur.ai/free/en/companies/amazon/authors/)

**Also published with this affiliation (134)**

Matched by the bylines of their papers, not confirmed: few papers there, or a small part of their work.

- [Zheng Zhang](https://md.research.elamur.ai/free/en/authors/zheng-zhang/) — 2020–2024 on 5 papers · 9 papers here · 39 632 citations
- [Siamak Shakeri](https://md.research.elamur.ai/free/en/authors/siamak-shakeri/) — 2018–2020 on 5 papers · 4 papers here · 8 909 citations
- [Lluís Màrquez](https://md.research.elamur.ai/free/en/authors/lluis-marquez/) — 2018–2025 on 16 papers · 11 papers here · 5 880 citations
- [Faisal Ladhak](https://md.research.elamur.ai/free/en/authors/faisal-ladhak/) — 2018–2024 on 2 papers · 6 papers here · 5 043 citations
- [Kai-Wei Chang](https://md.research.elamur.ai/free/en/authors/kai-wei-chang/) — 2022–2025 on 15 papers · 28 papers here · 14 938 citations
- [Bing Xiang](https://md.research.elamur.ai/free/en/authors/bing-xiang/) — 2018–2024 on 50 papers · 6 papers here · 4 822 citations
- [Xin Liu](https://md.research.elamur.ai/free/en/authors/xin-liu/) — current · 2023–2026 on 37 papers · 4 papers here · 7 726 citations
- [He He](https://md.research.elamur.ai/free/en/authors/he-he/) — 2019–2023 on 3 papers · 9 papers here · 4 101 citations
- [Di Jin](https://md.research.elamur.ai/free/en/authors/di-jin/) — 2019–2023 on 33 papers · 6 papers here · 4 307 citations
- [Dan Roth](https://md.research.elamur.ai/free/en/authors/dan-roth/) — 2020–2025 on 38 papers · 32 papers here · 16 275 citations
- [Anna Rumshisky](https://md.research.elamur.ai/free/en/authors/anna-rumshisky/) — 2021–2024 on 7 papers · 4 papers here · 3 353 citations
- [Prashant Mathur](https://md.research.elamur.ai/free/en/authors/prashant-mathur/) — current · 2022 on 1 paper · 3 papers here · 803 citations
- [Zhiguo Wang](https://md.research.elamur.ai/free/en/authors/zhiguo-wang/) — 2019–2023 on 30 papers · 6 papers here · 2 398 citations
- [Mona Diab](https://md.research.elamur.ai/free/en/authors/mona-diab/) — 2018–2019 on 12 papers · 22 papers here · 10 168 citations
- [Wasi Uddin Ahmad](https://md.research.elamur.ai/free/en/authors/wasi-uddin-ahmad/) — 2022–2024 on 6 papers · 3 papers here · 2 274 citations
- [György Szarvas](https://md.research.elamur.ai/free/en/authors/gyorgy-szarvas/) — 2013–2023 on 4 papers · 4 papers here · 1 086 citations
- [Tobias Falke](https://md.research.elamur.ai/free/en/authors/tobias-falke/) — 2019–2021 on 2 papers · 2 papers here · 538 citations
- [Miguel Ballesteros](https://md.research.elamur.ai/free/en/authors/miguel-ballesteros/) — 2020–2025 on 40 papers · 8 papers here · 3 161 citations
- [Swabha Swayamdipta](https://md.research.elamur.ai/free/en/authors/swabha-swayamdipta/) — employment (ORCID) · 10 papers here · 5 354 citations
- [Xian Li](https://md.research.elamur.ai/free/en/authors/xian-li/) — 2020–2023 on 5 papers · 7 papers here · 2 600 citations
- [Jianshu Chen](https://md.research.elamur.ai/free/en/authors/jianshu-chen/) — 2024–2025 on 2 papers · 4 papers here · 1 297 citations
- [Silviu Paun](https://md.research.elamur.ai/free/en/authors/silviu-paun/) — 2022–2023 on 2 papers · 8 papers here · 654 citations
- [Barbara Plank](https://md.research.elamur.ai/free/en/authors/barbara-plank/) — current · 2025–2026 on 2 papers · 18 papers here · 3 283 citations
- [Qingyu Yin](https://md.research.elamur.ai/free/en/authors/qingyu-yin/) — current · 2022–2026 on 30 papers · 4 papers here · 427 citations
- [Haoyang Wen](https://md.research.elamur.ai/free/en/authors/haoyang-wen/) — current · 2026 on 1 paper · 2 papers here · 412 citations

[All of them →](https://md.research.elamur.ai/free/en/companies/amazon/authors/)

## Works in our library (55)

The most cited first (OpenAlex citations plus our library's).

- [Array Programming with NumPy](https://md.research.elamur.ai/free/en/papers/harris-2020-array-programming-numpy/) — Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, et al. · 2020 · 23 591 citations
- [FEVER: a Large-scale Dataset for Fact Extraction and VERification](https://md.research.elamur.ai/free/en/papers/thorne-2018-fever-large-scale-dataset-fact/) — James Thorne, Andreas Vlachos, Christos Christodoulopoulos, et al. · 2018 · 2 205 citations
- [Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/min-2021-recent-advances-natural-language-processing/) — Bonan Min, Hayley Ross, Elior Sulem, et al. · 2021 · 1 548 citations
- [SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval)](https://md.research.elamur.ai/free/en/papers/zampieri-2019-semeval-2019-task-6-identifying/) — Marcos Zampieri, Shervin Malmasi, Preslav Nakov, et al. · 2019 · 1 109 citations
- [Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond](https://md.research.elamur.ai/free/en/papers/yang-2023-harnessing-power-llms-practice-survey/) — Jingfeng Yang, Hongye Jin, Ruixiang Tang, et al. · 2023 · 806 citations
- [Automatic Chain of Thought Prompting in Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2022-automatic-chain-thought-prompting-large/) — Zhuosheng Zhang, Aston Zhang, Mu Li, et al. · 2022 · 688 citations
- [BAE: BERT-based Adversarial Examples for Text Classification](https://md.research.elamur.ai/free/en/papers/garg-2020-bae-bert-based-adversarial-examples/) — Siddhant Garg, Goutham Ramakrishnan · 2020 · 665 citations
- [Large Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/minaee-2024-large-language-models-survey/) — Shervin Minaee, Tomas Mikolov, Narjes Nikzad, et al. · 2024 · 467 citations
- [Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language Inference](https://md.research.elamur.ai/free/en/papers/falke-2019-ranking-generated-summaries-correctness-interesting/) — Tobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, et al. · 2019 · 444 citations
- [Masked Language Model Scoring](https://md.research.elamur.ai/free/en/papers/salazar-2020-masked-language-model-scoring/) — Julian Salazar, Davis Liang, Toan Q. Nguyen, et al. · 2020 · 444 citations

[All 55 works →](https://md.research.elamur.ai/free/en/companies/amazon/works/)

## Topics

What its works here are about; the number is its works on the topic.

[🧠 Language models & pretraining 10](https://md.research.elamur.ai/free/en/topics/language-models/) · [🌍 Multilingual & cross-lingual NLP 8](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [🔁 Machine translation 7](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [🔗 Coreference resolution 6](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [😊 Sentiment & emotion 6](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [📏 Evaluation & benchmarks 5](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [🧮 Reasoning 4](https://md.research.elamur.ai/free/en/topics/reasoning/) · [🐪 Semitic languages 4](https://md.research.elamur.ai/free/en/topics/semitic-languages/) · [🏷️ Named entity recognition 2](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/) · [🧵 Discourse analysis 2](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [❓ Question answering 2](https://md.research.elamur.ai/free/en/topics/question-answering/) · [🗨️ Dialogue systems 2](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [💬 Speech act theory 1](https://md.research.elamur.ai/free/en/topics/speech-act-theory/) · [🎭 Semantic role labeling 1](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [🔤 Part-of-speech tagging 1](https://md.research.elamur.ai/free/en/topics/part-of-speech-tagging/)

**7 more topics**

[📝 Summarization 1](https://md.research.elamur.ai/free/en/topics/summarization/) · [💻 Code & programming languages 1](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [⚖️ Legal AI 1](https://md.research.elamur.ai/free/en/topics/legal-ai/) · [🔍 Information retrieval & search 1](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [🔬 Interpretability 1](https://md.research.elamur.ai/free/en/topics/interpretability/) · [🖼️ Vision & language 1](https://md.research.elamur.ai/free/en/topics/multimodal/) · [🪶 Efficient models & compression 1](https://md.research.elamur.ai/free/en/topics/efficient-models/)

Fields: [Linguistics & languages](https://md.research.elamur.ai/free/en/shelves/linguistics/) (24) · [Natural language processing](https://md.research.elamur.ai/free/en/shelves/nlp/) (21) · [Machine translation](https://md.research.elamur.ai/free/en/shelves/machine-translation/) (6) · [AI & machine learning](https://md.research.elamur.ai/free/en/shelves/ai/) (4) · [Mathematics & statistics](https://md.research.elamur.ai/free/en/shelves/mathematics/) (3) · [Law](https://md.research.elamur.ai/free/en/shelves/law/) (1)

## Collaborates with

Institutions on the bylines of the same works here; the number is the works they share.

[Google 6](https://md.research.elamur.ai/free/en/companies/google/) [Stanford University 3](https://md.research.elamur.ai/free/en/universities/stanford-university/) [University of California, Berkeley 4](https://md.research.elamur.ai/free/en/universities/university-of-california-berkeley/) [University of Washington 2](https://md.research.elamur.ai/free/en/universities/university-of-washington/) [University of Oxford 2](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) [Carnegie Mellon University 8](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) [University of Cambridge 3](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) [Microsoft 5](https://md.research.elamur.ai/free/en/companies/microsoft/) [Johns Hopkins University 2](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) [New York University 2](https://md.research.elamur.ai/free/en/universities/new-york-university/) [University of Amsterdam 1](https://md.research.elamur.ai/free/en/universities/university-of-amsterdam/) [Google DeepMind 1](https://md.research.elamur.ai/free/en/companies/google-deepmind/)

## Parent and units

**Units** [Amazon (Germany)](https://md.research.elamur.ai/free/en/companies/amazon-germany/) Amazon (United Kingdom)

From the Research Organization Registry (ROR); those with a page here are linked.

Works and people from the bylines of the papers (OpenAlex): a person listed here worked or studied at Amazon; employment or education is named only where the person's ORCID record or Wikidata says so. Institution data from ROR and OpenAlex.