Jimmy Lin

Jimmy Lin

University of Waterloo

H-index: 92

North America-Canada

About Jimmy Lin

Jimmy Lin, With an exceptional h-index of 92 and a recent h-index of 64 (since 2020), a distinguished researcher at University of Waterloo, specializes in the field of information retrieval, natural language processing, data management, big data.

His recent articles reflect a diverse array of research interests and contributions to the field:

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval

Towards Automated End-to-End Health Misinformation Free Search with a Large Language Model

Vector search with OpenAI embeddings: Lucene is all you need

RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks

Searching Dense Representations with Inverted Indexes

Unlocking the Power of GWF Research: Introducing an AI-Driven Portal for Enhanced Accessibility and User-Friendly Experience!

mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval

Jimmy Lin Information

University

Position

___

Citations(all)

31652

Citations(since 2020)

16757

Cited By

19367

hIndex(all)

92

hIndex(since 2020)

64

i10Index(all)

359

i10Index(since 2020)

250

Email

University Profile Page

Google Scholar

Jimmy Lin Skills & Research Interests

information retrieval

natural language processing

data management

big data

Top articles of Jimmy Lin

PromptReps: Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval

arXiv preprint arXiv:2404.18424

2024/4/29

Jimmy Lin
Jimmy Lin

H-Index: 52

Towards Automated End-to-End Health Misinformation Free Search with a Large Language Model

2024/3/15

Ronak Pradeep
Ronak Pradeep

H-Index: 3

Jimmy Lin
Jimmy Lin

H-Index: 52

Vector search with OpenAI embeddings: Lucene is all you need

2024/3/4

RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

arXiv preprint arXiv:2312.02724

2023/12/5

Ronak Pradeep
Ronak Pradeep

H-Index: 3

Jimmy Lin
Jimmy Lin

H-Index: 52

Which Model Shall I Choose? Cost/Quality Trade-offs for Text Classification Tasks

arXiv preprint arXiv:2301.07006

2023/1/17

Jimmy Lin
Jimmy Lin

H-Index: 52

Searching Dense Representations with Inverted Indexes

arXiv preprint arXiv:2312.01556

2023/12/4

Jimmy Lin
Jimmy Lin

H-Index: 52

Tommaso Teofili
Tommaso Teofili

H-Index: 2

Unlocking the Power of GWF Research: Introducing an AI-Driven Portal for Enhanced Accessibility and User-Friendly Experience!

2023

mAggretriever: A Simple yet Effective Approach to Zero-Shot Multilingual Dense Retrieval

2023/12/1

Jimmy Lin
Jimmy Lin

H-Index: 52

Better quality pre-training data and t5 models for African languages

2023/12

Jimmy Lin
Jimmy Lin

H-Index: 52

End-to-end retrieval with learned dense and sparse representations using Lucene

arXiv preprint arXiv:2311.18503

2023/11/30

Haonan Chen
Haonan Chen

H-Index: 3

Jimmy Lin
Jimmy Lin

H-Index: 52

Breaking Down Barriers: Examining the Accessibility of Global Water Futures Research

2023

What do llamas really think? revealing preference biases in language model representations

arXiv preprint arXiv:2311.18812

2023/11/30

Xinyu Zhang
Xinyu Zhang

H-Index: 1

Jimmy Lin
Jimmy Lin

H-Index: 52

Enhancing Sparse Retrieval via Unsupervised Learning

2023/11/26

Generate, filter, and fuse: Query expansion via multi-step keyword generation for zero-shot neural rankers

arXiv preprint arXiv:2311.09175

2023/11/15

Leveraging llms for synthesizing training data across many languages in multilingual dense retrieval

arXiv preprint arXiv:2311.05800

2023/11/10

Nandan Thakur
Nandan Thakur

H-Index: 1

Jimmy Lin
Jimmy Lin

H-Index: 52

Enhancing LSTM-based streamflow prediction with a spatially distributed approach

Hydrology and Earth System Sciences Discussions

2023/11/3

Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes

2023/10/21

Tommaso Teofili
Tommaso Teofili

H-Index: 2

Jimmy Lin
Jimmy Lin

H-Index: 52

Fine-tuning llama for multi-stage text retrieval

arXiv preprint arXiv:2310.08319

2023/10/12

Found in the middle: Permutation self-consistency improves listwise ranking in large language models

arXiv preprint arXiv:2310.07712

2023/10/11

Xinyu Zhang
Xinyu Zhang

H-Index: 1

Jimmy Lin
Jimmy Lin

H-Index: 52

Toward best practices for training multilingual dense retrieval models

ACM Transactions on Information Systems

2023/9/27

See List of Professors in Jimmy Lin University(University of Waterloo)

Co-Authors

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