Yibin Lei

PhD student, University of Amsterdam

Joined

September 2021

Names

Yibin Lei (Preferred)

Emails

****@student.tue.nl (Confirmed)

,

****@163.com (Confirmed)

,

****@uva.nl (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

University of Amsterdam (uva.nl)

2023 – 2027

MS student

Eindhoven University of Technology (student.tue.nl)

2019 – 2022

Advisors, Relations & Conflicts

PhD Advisor

2023 – 2027

Expertise

Information Retrieval

Present

Natural Language Processing

Present

Publications

MILCO: Learned Sparse Retrieval Across Languages via a Multilingual Connector
Thong Nguyen, Yibin Lei, Jia-Huei Ju, Eugene Yang, Andrew Yates
- ICLR 2026 Poster
- Readers: Everyone
Calibrating Translation Decoding with Quality Estimation on LLMs
Di Wu, Yibin Lei, Christof Monz
- NeurIPS 2025 poster
- Readers: Everyone
Enhancing Lexicon-Based Text Embeddings with Large Language Models
Yibin Lei, Tao Shen, Yu Cao, Andrew Yates
- CoRR 2025
- Readers: Everyone
Meta-Task Prompting Elicits Embedding from Large Language Models
Yibin Lei, Di Wu, Tianyi Zhou, Tao Shen, Yu Cao, Chongyang Tao, Andrew Yates
- OpenReview Archive Direct Upload
- Readers: Everyone
Corpus-Steered Query Expansion with Large Language Models
Yibin Lei, Yu Cao, Tianyi Zhou, Tao Shen, Andrew Yates
- Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers)
- Readers: Everyone
Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training
Yibin Lei, Liang Ding, Yu Cao, Changtong Zan, Andrew Yates, Dacheng Tao
- Findings of the Association for Computational Linguistics: ACL 2023
- Readers: Everyone
Phrase-level Textual Adversarial Attack with Label Preservation
Yibin Lei, Yu Cao, Dianqi Li, Tianyi Zhou, Meng Fang, Mykola Pechenizkiy
- Findings of the Association for Computational Linguistics: NAACL 2022
- Readers: Everyone
Neural Lexical Search with Learned Sparse Retrieval
Andrew Yates, Carlos Lassance, Sean MacAvaney, Thong Nguyen, Yibin Lei
- SIGIR-AP 2024
- Readers: Everyone
Meta-Task Prompting Elicits Embeddings from Large Language Models
Yibin Lei, Di Wu, Tianyi Zhou, Tao Shen, Yu Cao, Chongyang Tao, Andrew Yates
- ACL (1) 2024
- Readers: Everyone
Representational Isomorphism and Alignment of Multilingual Large Language Models
Di Wu, Yibin Lei, Andrew Yates, Christof Monz
- EMNLP (Findings) 2024
- Readers: Everyone

View all 19 publications

Co-Authors