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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. 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 64 13

  2. 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 63 18

  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 39 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 31 1

  5. APL APL Public

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

    Python 18 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 2

Repositories

Showing 10 of 19 repositories
  • HuRef Public

    Official implementation for "HuRef: HUman-REadable Fingerprint for Large Language Models" (NeurIPS2024)

    LUMIA-Group/HuRef’s past year of commit activity
    Python 5 2 0 0 Updated Nov 1, 2024
  • TosT5 Public

    The official implementation of the paper "Enhancing SPARQL Generation by Triplet-order-sensitive Pre-training" (CIKM 2024).

    LUMIA-Group/TosT5’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Oct 11, 2024
  • Cluster-wise-Graph-Transformer Public

    Official implementation for "Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention" (NeurIPS2024 Spotlight)

    LUMIA-Group/Cluster-wise-Graph-Transformer’s past year of commit activity
    Python 6 0 0 0 Updated Oct 10, 2024
  • 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 6 1 0 0 Updated Oct 9, 2024
  • SH2 Public

    The official implementation of the paper "SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully" (EMNLP 2024 Findings).

    LUMIA-Group/SH2’s past year of commit activity
    Python 0 0 0 0 Updated Oct 8, 2024
  • Leveraging-Grammar-Induction Public

    The official implementation of the paper "Leveraging Grammar Induction for Language Understanding and Generation" (EMNLP 2024 Findings).

    LUMIA-Group/Leveraging-Grammar-Induction’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 8, 2024
  • Mirror-Consistency Public

    The official implementation of the paper "Mirror-Consistency: Harnessing Inconsistency in Majority Voting" (EMNLP 2024 Findings).

    LUMIA-Group/Mirror-Consistency’s past year of commit activity
    Python 0 0 0 0 Updated Oct 7, 2024
  • S4G Public

    The official implementation of the paper "Breaking the Bottleneck on Graphs with Structured State Spaces" (CIKM 2024).

    LUMIA-Group/S4G’s past year of commit activity
    Python 3 MIT 1 0 0 Updated Aug 8, 2024
  • GraphParsingNetworks Public

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

    LUMIA-Group/GraphParsingNetworks’s past year of commit activity
    Python 7 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 39 MIT 5 0 0 Updated Mar 15, 2024

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