Si Sun

About Si Sun

Si Sun, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Information Retrieval, Natural Language Processing.

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

UniMem: Towards a Unified View of Long-Context Large Language Models

Controllable Text Generation with Residual Memory Transformer

Rethinking Dense Retrieval's Few-Shot Ability

Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives

COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning

Capturing global informativeness in open domain keyphrase extraction

Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision

Meta Adaptive Neural Ranking with Contrastive Synthetic Supervision

Si Sun Information

University

Position

___

Citations(all)

120

Citations(since 2020)

120

Cited By

10

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Si Sun Skills & Research Interests

Information Retrieval

Natural Language Processing

Top articles of Si Sun

UniMem: Towards a Unified View of Long-Context Large Language Models

arXiv preprint arXiv:2402.03009

2024/2/5

Controllable Text Generation with Residual Memory Transformer

arXiv preprint arXiv:2309.16231

2023/9/28

Rethinking Dense Retrieval's Few-Shot Ability

arXiv preprint arXiv:2304.05845

2023/4/12

Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing

2022/10/31

COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing

2022/10/27

Capturing global informativeness in open domain keyphrase extraction

2020/4/28

Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)

2020/12/29

Meta Adaptive Neural Ranking with Contrastive Synthetic Supervision

arXiv preprint arXiv:2012.14862

2020/12/29

CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search

arXiv preprint arXiv:2011.01580

2020/11/3

Adapting open domain fact extraction and verification to COVID-FACT through in-domain language modeling

2020/11

Joint Keyphrase Chunking and Salience Ranking with BERT

arXiv preprint arXiv:2004.13639

2020/4/28

See List of Professors in Si Sun University(Tsinghua University)

Co-Authors

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