LUMIA: Language Understanding and Machine Intelligence Algorithms
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- China
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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)
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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 14
Repositories
- 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/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 - 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 - 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 - 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 - 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
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