LUMIA: Language Understanding and Machine Intelligence Algorithms
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- China
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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
- LUMIA-Group.github.io Public
- habit-bench Public
Evaluating latent habit induction from longitudinal weak evidence in agent memory.
- DynaKV Public < 8000 /span>
Official implementation of the paper "One Size Does Not Fit All: Token-Wise Adaptive Compression for KV Cache" (EMNLP2026))
- P2N Public
- ncp_olmo_eval Public
Official vLLM evaluation for OLMo and NCP-ArchPreview: GSM8K, SciQ, Core88, RULER, and HELMET
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- MemoryDecoder-at-Scale Public
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