Exploring the Representation Power of SPLADE Models

Author:

Mackenzie Joel1ORCID,Zhuang Shengyao1ORCID,Zuccon Guido1ORCID

Affiliation:

1. The University of Queensland, Brisbane, QLD, Australia

Publisher

ACM

Reference23 articles.

1. Nick Craswell , Bhaskar Mitra , Emine Yilmaz , and Daniel Campos . 2020 a. Overview of the TREC 2020 Deep Learning Track . In Proceedings of the Twenty-Ninth Text REtrieval Conference, TREC 2020 , Virtual Event [Gaithersburg, Maryland, USA], November 16--20 , 2020 (NIST Special Publication), Ellen M. Voorhees and Angela Ellis (Eds.), Vol. 1266. National Institute of Standards and Technology (NIST). https://trec.nist.gov/pubs/trec29/papers/OVERVIEW.DL.pdf Nick Craswell, Bhaskar Mitra, Emine Yilmaz, and Daniel Campos. 2020a. Overview of the TREC 2020 Deep Learning Track. In Proceedings of the Twenty-Ninth Text REtrieval Conference, TREC 2020, Virtual Event [Gaithersburg, Maryland, USA], November 16--20, 2020 (NIST Special Publication), Ellen M. Voorhees and Angela Ellis (Eds.), Vol. 1266. National Institute of Standards and Technology (NIST). https://trec.nist.gov/pubs/trec29/papers/OVERVIEW.DL.pdf

2. Nick Craswell , Bhaskar Mitra , Emine Yilmaz , Daniel Campos , and Ellen M. Voorhees . 2020b . Overview of the TREC 2019 deep learning track. CoRR , Vol. abs/ 2003 .07820 ( 2020 ). showeprint[arXiv]2003.07820 https://arxiv.org/abs/2003.07820 Nick Craswell, Bhaskar Mitra, Emine Yilmaz, Daniel Campos, and Ellen M. Voorhees. 2020b. Overview of the TREC 2019 deep learning track. CoRR, Vol. abs/2003.07820 (2020). showeprint[arXiv]2003.07820 https://arxiv.org/abs/2003.07820

3. Context-Aware Term Weighting For First Stage Passage Retrieval

4. Thibault Formal , Carlos Lassance , Benjamin Piwowarski , and Sté phane Clinchant . 2021a. SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval. CoRR , Vol. abs/ 2109 .10086 ( 2021 ). showeprint[arXiv]2109.10086 https://arxiv.org/abs/2109.10086 Thibault Formal, Carlos Lassance, Benjamin Piwowarski, and Sté phane Clinchant. 2021a. SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval. CoRR, Vol. abs/2109.10086 (2021). showeprint[arXiv]2109.10086 https://arxiv.org/abs/2109.10086

5. From Distillation to Hard Negative Sampling

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3