---
title: "Vector Institute — research, people and papers"
description: "Vector Institute (Toronto, Canada): 13 works on the Elamur Research site, 3 people with a page, 3,747 citations; its topics, units and the institutions…"
canonical: "https://research.elamur.ai/free/en/labs/vector-institute/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/labs/vector-institute/)

[home](https://md.research.elamur.ai/free/en/) / [institutions](https://md.research.elamur.ai/free/en/orgs/) / [labs](https://md.research.elamur.ai/free/en/labs/) / Vector Institute

# Vector Institute

Research institute [Toronto](https://md.research.elamur.ai/free/en/agglomerations/toronto/), [Canada](https://md.research.elamur.ai/free/en/countries/canada/)in the agglomeration of [Toronto](https://md.research.elamur.ai/free/en/agglomerations/toronto/)

- [Website](https://vectorinstitute.ai)
- [ROR](https://ror.org/03kqdja62)
- [OpenAlex](https://openalex.org/I4210127509)

[**13** works in our library](https://md.research.elamur.ai/free/en/labs/vector-institute/#works) · [**25** people with a page](https://md.research.elamur.ai/free/en/labs/vector-institute/#authors) · [**3,747** citations of these works](https://md.research.elamur.ai/free/en/labs/vector-institute/#works) · [**1,979** citations in our library](https://md.research.elamur.ai/free/en/labs/vector-institute/#works)

## People (25)

Authors with a page here who worked or studied at Vector Institute: first those whose cited work was done most here; beside each, their citations.

### Core (3)

Confirmed by their records, or by their bylines here with a fair part of their work.

- [Wenhu Chen](https://md.research.elamur.ai/free/en/authors/wenhu-chen/) — 2022–2025 on 12 papers · 11 papers here · 6,882 citations
- [Chris J. Maddison](https://md.research.elamur.ai/free/en/authors/chris-j-maddison/) — current · 2020–2026 on 23 papers · 2 papers here · 1,650 citations
- [Keiran Paster](https://md.research.elamur.ai/free/en/authors/keiran-paster/) — current · 2020–2024 on 5 papers · 3 papers here · 1,076 citations

**Also published with this affiliation (22)**

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

- [Colin Raffel](https://md.research.elamur.ai/free/en/authors/colin-raffel/) — current · 2023–2026 on 14 papers · 15 papers here · 11,260 citations
- [Jimmy Lin](https://md.research.elamur.ai/free/en/authors/jimmy-lin/) — 2020–2021 on 5 papers · 12 papers here · 5,607 citations
- [Yuhuai Wu](https://md.research.elamur.ai/free/en/authors/yuhuai-wu/) — 2017–2021 on 8 papers · 6 papers here · 7,237 citations
- [Graeme Hirst](https://md.research.elamur.ai/free/en/authors/graeme-hirst/) — 2019–2020 on 6 papers · 8 papers here · 4,455 citations
- [Tianle Li](https://md.research.elamur.ai/free/en/authors/tianle-li/) — 2023–2024 on 2 papers · 4 papers here · 1,317 citations
- [Vered Shwartz](https://md.research.elamur.ai/free/en/authors/vered-shwartz/) — current · 2023–2026 on 26 papers · 8 papers here · 1,999 citations
- [Geoffrey Hinton](https://md.research.elamur.ai/free/en/authors/geoffrey-hinton/) — 2019–2024 on 6 papers · 5 papers here · 25,530 citations
- [Alistair E. W. Johnson](https://md.research.elamur.ai/free/en/authors/alistair-e-w-johnson/) — 2023–2025 on 3 papers · 2 papers here · 11,915 citations
- [Jimmy Ba](https://md.research.elamur.ai/free/en/authors/jimmy-ba/) — 2023–2024 on 3 papers · 5 papers here · 10,561 citations
- [Maarten Sap](https://md.research.elamur.ai/free/en/authors/maarten-sap/) — current · 2026 on 2 papers · 12 papers here · 9,429 citations
- [Yang Xu](https://md.research.elamur.ai/free/en/authors/yang-xu/) — 2021 on 2 papers · 3 papers here · 6,308 citations
- [Xiaodan Zhu](https://md.research.elamur.ai/free/en/authors/xiaodan-zhu/) — 2023–2025 on 3 papers · 4 papers here · 3,710 citations
- [Derek Tam](https://md.research.elamur.ai/free/en/authors/derek-tam/) — current · 2026 on 1 paper · 3 papers here · 3,173 citations
- [Freda Shi](https://md.research.elamur.ai/free/en/authors/freda-shi/) — current · 2024–2026 on 18 papers · 2 papers here · 2,100 citations
- [Dongfu Jiang](https://md.research.elamur.ai/free/en/authors/dongfu-jiang/) — current · 2025–2026 on 2 papers · 2 papers here · 1,525 citations
- [Madian Khabsa](https://md.research.elamur.ai/free/en/authors/madian-khabsa/) — 2023 on 2 papers · 3 papers here · 1,160 citations
- [Yuning Mao](https://md.research.elamur.ai/free/en/authors/yuning-mao/) — 2023 on 2 papers · 3 papers here · 1,078 citations
- [Jeff Clune](https://md.research.elamur.ai/free/en/authors/jeff-clune/) — current · 2024–2026 on 5 papers · 2 papers here · 788 citations
- [Nikhil Kandpal](https://md.research.elamur.ai/free/en/authors/nikhil-kandpal/) — 2024–2025 on 3 papers · 2 papers here · 518 citations
- [Ahmad Rashid](https://md.research.elamur.ai/free/en/authors/ahmad-rashid/) — 2023–2024 on 2 papers · 2 papers here · 52 citations
- [Maria Ryskina](https://md.research.elamur.ai/free/en/authors/maria-ryskina/) — current · 2024–2026 on 3 papers · 2 papers here · 34 citations
- [Arash Asgari](https://md.research.elamur.ai/free/en/authors/arash-asgari/) — current · 2025–2026 on 2 papers · 2 papers here

## Works in our library (13)

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

- [Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2023-siren-s-song-ai-ocean/) — Yue Zhang, Yafu Li, Leyang Cui, et al. · 2023 · 962 citations
- [Large Language Models Are Human-Level Prompt Engineers](https://md.research.elamur.ai/free/en/papers/zhou-2022-large-language-models-human-level/) — Yongchao Zhou, Andrei Ioan Muresanu, Ziwen Han, et al. · 2022 · 677 citations
- [DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations](https://md.research.elamur.ai/free/en/papers/giorgi-2021-declutr-deep-contrastive-learning-unsupervised/) — John Giorgi, Osvald Nitski, Bo Wang, et al. · 2021 · 513 citations
- [DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference](https://md.research.elamur.ai/free/en/papers/xin-2020-deebert-dynamic-early-exiting-accelerating/) — Ji Xin, Raphael Tang, Jaejun Lee, et al. · 2020 · 480 citations
- [Llemma: An Open Language Model For Mathematics](https://md.research.elamur.ai/free/en/papers/azerbayev-2023-llemma-open-language-model-mathematics/) — Zhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, et al. · 2023 · 275 citations
- [The Curse of Recursion: Training on Generated Data Makes Models Forget](https://md.research.elamur.ai/free/en/papers/shumailov-2023-curse-recursion-training-generated-data/) — Ilia Shumailov, Zakhar Shumaylov, Yiren Zhao, et al. · 2023 · 250 citations
- [Large Language Models are few(1)-shot Table Reasoners](https://md.research.elamur.ai/free/en/papers/chen-2023-large-language-models-are-few/) — Wenhu Chen · 2023 · 182 citations
- [Long-context LLMs Struggle with Long In-context Learning](https://md.research.elamur.ai/free/en/papers/li-2024-long-context-llms-struggle-long/) — Tianle Li, Ge Zhang, Quy Duc Do, et al. · 2024 · 132 citations
- [EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees](https://md.research.elamur.ai/free/en/papers/li-2024-eagle-2-faster-inference-language/) — Yuhui Li, Fangyun Wei, Chao Zhang, et al. · 2024 · 131 citations
- [OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text](https://md.research.elamur.ai/free/en/papers/paster-2023-openwebmath-open-dataset-high-quality/) — Keiran Paster, Marco Dos Santos, Zhangir Azerbayev, et al. · 2023 · 124 citations
- [What happens before and after: Multi-Event Commonsense in Event Coreference Resolution](https://md.research.elamur.ai/free/en/papers/ravi-2023-what-happens-before-after-multi/) — Sahithya Ravi, Chris Tanner, Raymond Ng, et al. · 2023 · 21 citations
- [From sunblock to softblock: Analyzing the correlates of neology in published writing and on social media](https://md.research.elamur.ai/free/en/papers/ryskina-2026-sunblock-softblock-analyzing-correlates-neology/) — Maria Ryskina, Matthew R. Gormley, Kyle Mahowald, et al. · 2026
- [ZIP: Quantifying Which Words Matter in Zero-Shot Instructional Prompts](https://md.research.elamur.ai/free/en/papers/sadr-2026-zip-quantifying-which-words-matter/) — Nikta Gohari Sadr, Sangmitra Madhusudan, Arash Asgari, et al. · 2026

## Topics

Topics of its works in our library, with the number of works on each.

[Language models & pretraining (6)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning (4)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Coreference resolution (1)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/)

## Fields

[Natural language processing (4)](https://md.research.elamur.ai/free/en/shelves/nlp/) · [Linguistics & languages (3)](https://md.research.elamur.ai/free/en/shelves/linguistics/) · [Mathematics & statistics (3)](https://md.research.elamur.ai/free/en/shelves/mathematics/)

## Collaborates with

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

[University of Toronto 5](https://md.research.elamur.ai/free/en/universities/university-of-toronto/) [University of Cambridge 4](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) [University of Waterloo 4](https://md.research.elamur.ai/free/en/universities/university-of-waterloo/) [Carnegie Mellon University 3](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) [Princeton University 2](https://md.research.elamur.ai/free/en/universities/princeton-university/) [University of Washington 1](https://md.research.elamur.ai/free/en/universities/university-of-washington/) [University of Oxford 1](https://md.research.elamur.ai/free/en/universities/university-of-oxford/) [Microsoft 1](https://md.research.elamur.ai/free/en/companies/microsoft/) [Massachusetts Institute of Technology 1](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/) [University of Edinburgh 1](https://md.research.elamur.ai/free/en/universities/university-of-edinburgh/) [The University of Texas at Austin 1](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-austin/) [University of California San Diego 1](https://md.research.elamur.ai/free/en/universities/university-of-california-san-diego/)

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