Concepedia

Late Interaction Models

Late Interaction Models is a class of neural information retrieval models that belong to the broader category of passage retrieval methods, distinguished by delayed computation of fine-grained interactions between query and document tokens until late in the encoding process, thereby balancing efficiency and contextual fidelity in relevance ranking.

14

Publications

2.2K

Citations

57

Authors

16

Institutions

Publications per year

2017–2026

11

Parents

Publications

14

ColBERT

Omar Khattab, Matei Zaharia · 2020 · 1.1K citations

, , +16

ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction

Keshav Santhanam, Omar Khattab, Jon Saad-Falcon et al. · Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · 2022 · 277 citations · Full text

, , +12

FILIP: Fine-grained Interactive Language-Image Pre-Training

Lewei Yao, Runhui Huang, Lu Hou et al. · arXiv (Cornell University) · 2021 · 206 citations · Full text

, , +13

ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT

Omar Khattab, Matei Zaharia · arXiv (Cornell University) · 2020 · 191 citations · Full text

, , +15

In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval

Sheng-Chieh Lin, Jheng-Hong Yang, Jimmy Lin · 2021 · 119 citations · Full text

, , +14

1–5 of 14

Authors

57

  1. OK
    Omar Khattab

    Stanford University, United States

    4 publications · 1.5K citations

    4

    h-index

  2. SL
    Sheng-Chieh Lin

    University of Waterloo, Canada

    3 publications · 211 citations

    3

    h-index

  3. JL
    Jimmy Lin

    University of Waterloo, Canada

    3 publications · 211 citations

    3

    h-index

  4. MZ
    Matei Zaharia

    Stanford University, United States

    3 publications · 1.5K citations

    3

    h-index

  5. JY
    Jheng-Hong Yang

    University of Waterloo, Canada

    2 publications · 176 citations

    2

    h-index

1–5 of 57

Institutions

16

  1. Stanford University

    Stanford, United States

    4 h-index

    10 publications

    3.9K citations

  2. University of Crete

    Rethymno, Greece

    1 h-index

    1 publications

    116 citations

  3. University of Glasgow

    Glasgow, United Kingdom

    1 h-index

    1 publications

    12 citations

  4. University of Washington

    Seattle, United States

    1 h-index

    3 publications

    105 citations

  5. Finnish Meteorological Institute

    Helsinki, Finland

    1 h-index

    2 publications

    44 citations

  6. University of Michigan

    Ann Arbor, United States

    1 h-index

    2 publications

    44 citations

  7. University of Waterloo

    Waterloo, Canada

    1 h-index

    4 publications

    140 citations

  8. Georgia Institute of Technology

    Atlanta, United States

    1 h-index

    5 publications

    1.4K citations

1–8 of 16

Venues

  1. arXiv (Cornell University)

    Repository · 4 publications · 473 citations

    4

    h-index

  2. 1

    h-index

  3. 1

    h-index

  4. 1

    h-index

  5. Classical and Quantum Gravity

    1 publications · 116 citations

    1

    h-index

1–5