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LUMIA: Language Understanding and Machine Intelligence Algorithms · GitHub
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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Repositories
Showing 10 of 26 repositories
PonderLM-2
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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
Python
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Updated Oct 24, 2025
LUMIA-Group/ContextLM’s past year of commit activity
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AWM
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Official implementation of the paper "AWM: Accurate Weight-Matrix Fingerprint for Large Language Models"
LUMIA-Group/AWM’s past year of commit activity
Python
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1
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Updated Oct 9, 2025
MemoryDecoder
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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
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Apache-2.0
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Anchor-Embedding
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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
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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
3
MIT
1
0
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Updated Aug 27, 2025
LUMIA-Group/PonderingLM’s past year of commit activity
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23
Apache-2.0
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HuRef
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Official implementation for "HuRef: HUman-REadable Fingerprint for Large Language Models" (NeurIPS2024)
LUMIA-Group/HuRef’s past year of commit activity
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14
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Updated Jun 17, 2025
Gumbel-Reranking
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Official implementation for "Gumbel Reranking: Differentiable End-to-End Reranker Optimization" (ACL 2025 Main)
LUMIA-Group/Gumbel-Reranking’s past year of commit activity
Python
2
0
0
0
Updated May 20, 2025
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
2
0
0
0
Updated Apr 21, 2025
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