LUMIA: Language Understanding and Machine Intelligence Algorithms
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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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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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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)
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PonderingLM
PonderingLM PublicForked from hiyouga/LLaMA-Factory
Official implementation of the paper "Pretraining Language Models to Ponder in Continuous Space"
Python 23
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 - ContextLM Public
LUMIA-Group/ContextLM’s past year of commit activity - AWM Public
Official implementation of the paper "AWM: Accurate Weight-Matrix Fingerprint for Large Language Models"
LUMIA-Group/AWM’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 - 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 - PonderingLM Public Forked from hiyouga/LLaMA-Factory
Official implementation of the paper "Pretraining Language Models to Ponder in Continuous Space"
LUMIA-Group/PonderingLM’s past year of commit activity - HuRef Public
Official implementation for "HuRef: HUman-REadable Fingerprint for Large Language Models" (NeurIPS2024)
LUMIA-Group/HuRef’s past year of commit activity - Gumbel-Reranking Public
Official implementation for "Gumbel Reranking: Differentiable End-to-End Reranker Optimization" (ACL 2025 Main)
LUMIA-Group/Gumbel-Reranking’s past year of commit activity - 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
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