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@LUMIA-Group

LUMIA: Language Understanding and Machine Intelligence Algorithms

LUMIA is a research group lead by Zhouhan Lin in Shanghai Jiao Tong University.

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  1. rasat rasat Public

    Forked from ServiceNow/picard

    The official implementation of the paper "RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL"(EMNLP 2022)

    Python 62 18

  2. Leveraging-Self-Supervised-Learning-for-AVSR Leveraging-Self-Supervised-Learning-for-AVSR Public

    Official PyTorch implementation of paper Leveraging Unimodal Self Supervised Learning for Multimodal Audio-Visual Speech Recognition (ACL 2022)

    Python 60 12

  3. OrderedGNN OrderedGNN Public

    The official implementation of the paper "Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing" (ICLR 2023).

    Python 31 5

  4. FourierTransformer FourierTransformer Public

    The official Pytorch implementation of the paper "Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator" (ACL 2023 Findings)

    Python 25 1

  5. APL APL Public

    The official implementation of the paper "Asymmetric Polynomial Loss for Multi-Label Classification"(ICASSP 2023)

    Python 16 2

  6. LoT-insts LoT-insts Public

    The official implementation of the paper "Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset"(ICASSP 2023)

    Python 11 3

Repositories

Showing 10 of 12 repositories
  • GraphParsingNetworks Public

    The official implementation of the paper "Graph Parsing Networks" (ICLR 2024).

    LUMIA-Group/GraphParsingNetworks’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Mar 15, 2024
  • OrderedGNN Public

    The official implementation of the paper "Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing" (ICLR 2023).

    LUMIA-Group/OrderedGNN’s past year of commit activity
    Python 31 MIT 5 0 0 Updated Mar 15, 2024
  • LUMIA-Group/LUMIA-Group.github.io’s past year of commit activity
    Vue 1 0 0 0 Updated Mar 11, 2024
  • FourierTransformer Public

    The official Pytorch implementation of the paper "Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator" (ACL 2023 Findings)

    LUMIA-Group/FourierTransformer’s past year of commit activity
    Python 25 1 0 0 Updated Mar 7, 2024
  • LACE Public

    The official implementation of the paper "Document-Level Relation Extraction with Relation Correlation Enhancement" (ICONIP 2023)

    LUMIA-Group/LACE’s past year of commit activity
    Python 5 2 1 0 Updated Oct 26, 2023
  • I2SRM Public

    Official implementation for "I2SRM: Intra- and Inter-Sample Relationship Modeling for Multimodal Information Extraction" (ACM Multimedai Asia 2023)

    LUMIA-Group/I2SRM’s past year of commit activity
    Python 4 1 2 0 Updated Oct 20, 2023
  • SubTree-Attention Public

    Official implementation for "Tailoring Self-Attention for Graph via Rooted Subtrees" (NeurIPS2023)

    LUMIA-Group/SubTree-Attention’s past year of commit activity
    Python 4 1 0 0 Updated Oct 12, 2023
  • APL Public

    The official implementation of the paper "Asymmetric Polynomial Loss for Multi-Label Classification"(ICASSP 2023)

    LUMIA-Group/APL’s past year of commit activity
    Python 16 MIT 2 2 0 Updated Apr 5, 2023
  • rasat Public Forked from ServiceNow/picard

    The official implementation of the paper "RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL"(EMNLP 2022)

    LUMIA-Group/rasat’s past year of commit activity
    Python 62 Apache-2.0 125 11 0 Updated Feb 23, 2023
  • LoT-insts Public

    The official implementation of the paper "Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset"(ICASSP 2023)

    LUMIA-Group/LoT-insts’s past year of commit activity
    Python 11 3 0 0 Updated Feb 19, 2023

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