LUMIA: Language Understanding and Machine Intelligence Algorithms
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MemoryDecoder
MemoryDecoder PublicThe official implementation of the paper "Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models" (NeurIPS 2025 Poster).
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Leveraging-Self-Supervised-Learning-for-AVSR
Leveraging-Self-Supervised-Learning-for-AVSR PublicOfficial PyTorch implementation of paper Leveraging Unimodal Self Supervised Learning for Multimodal Audio-Visual Speech Recognition (ACL 2022)
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rasat
rasat PublicForked from ServiceNow/picard
The official implementation of the paper "RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL"(EMNLP 2022)
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OrderedGNN
OrderedGNN PublicThe official implementation of the paper "Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing" (ICLR 2023).
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FourierTransformer
FourierTransformer PublicThe official Pytorch implementation of the paper "Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator" (ACL 2023 Findings)
Repositories
- PonderLM-2 Public
Official implementation of the paper "PonderLM-2: Pretraining LLM with Latent Thoughts in Continuous Space"
LUMIA-Group/PonderLM-2’s past year of commit activity - MemoryDecoder Public
The official implementation of the paper "Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models" (NeurIPS 2025 Poster).
LUMIA-Group/MemoryDecoder’s past year of commit activity - Anchor-Embedding Public
The official implementation of the paper "Training LLMs to be Better Text Embedders through Bidirectional Reconstruction" (EMNLP 2025 Main Conference).
LUMIA-Group/Anchor-Embedding’s past year of commit activity - PonderingLM Public Forked from hiyouga/LlamaFactory
Official implementation of the paper "Pretraining Language Models to Ponder in Continuous Space"
LUMIA-Group/PonderingLM’s past year of commit activity
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