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Nov 13, 2023
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Collections including paper arxiv:2311.05884
Collection by
Jan 4, 2024
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A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems
Paper • 2308.08434 • Published • 1 -
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions
Paper • 2309.01157 • Published • 1 -
LLM-Rec: Personalized Recommendation via Prompting Large Language Models
Paper • 2307.15780 • Published • 27 -
Leveraging Large Language Models for Pre-trained Recommender Systems
Paper • 2308.10837 • Published • 1
Collection by
Mar 15, 2025
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Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 27 -
LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models
Paper • 2308.16137 • Published • 40 -
Scaling Transformer to 1M tokens and beyond with RMT
Paper • 2304.11062 • Published • 3 -
DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
Paper • 2309.14509 • Published • 19
Collection by
Nov 20, 2023
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Attention or Convolution: Transformer Encoders in Audio Language Models for Inference Efficiency
Paper • 2311.02772 • Published • 8 -
Mirasol3B: A Multimodal Autoregressive model for time-aligned and contextual modalities
Paper • 2311.05698 • Published • 11 -
Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems
Paper • 2311.05884 • Published • 9 -
Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers
Paper • 2311.10642 • Published • 25
Collection by
Jul 18, 2024
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The Impact of Depth and Width on Transformer Language Model Generalization
Paper • 2310.19956 • Published • 10 -
Retentive Network: A Successor to Transformer for Large Language Models
Paper • 2307.08621 • Published • 172 -
RWKV: Reinventing RNNs for the Transformer Era
Paper • 2305.13048 • Published • 20 -
Attention Is All You Need
Paper • 1706.03762 • Published • 108
Collection by
Apr 8, 2024
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Eureka: Human-Level Reward Design via Coding Large Language Models
Paper • 2310.12931 • Published • 26 -
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs
Paper • 2311.04901 • Published • 9 -
Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems
Paper • 2311.05884 • Published • 9 -
PolyMaX: General Dense Prediction with Mask Transformer
Paper • 2311.05770 • Published • 8
Collection by
Nov 13, 2023
Collection by
Nov 20, 2023
-
Attention or Convolution: Transformer Encoders in Audio Language Models for Inference Efficiency
Paper • 2311.02772 • Published • 8 -
Mirasol3B: A Multimodal Autoregressive model for time-aligned and contextual modalities
Paper • 2311.05698 • Published • 11 -
Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems
Paper • 2311.05884 • Published • 9 -
Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers
Paper • 2311.10642 • Published • 25
Collection by
Jan 4, 2024
-
A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems
Paper • 2308.08434 • Published • 1 -
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions
Paper • 2309.01157 • Published • 1 -
LLM-Rec: Personalized Recommendation via Prompting Large Language Models
Paper • 2307.15780 • Published • 27 -
Leveraging Large Language Models for Pre-trained Recommender Systems
Paper • 2308.10837 • Published • 1
Collection by
Jul 18, 2024
-
The Impact of Depth and Width on Transformer Language Model Generalization
Paper • 2310.19956 • Published • 10 -
Retentive Network: A Successor to Transformer for Large Language Models
Paper • 2307.08621 • Published • 172 -
RWKV: Reinventing RNNs for the Transformer Era
Paper • 2305.13048 • Published • 20 -
Attention Is All You Need
Paper • 1706.03762 • Published • 108
Collection by
Mar 15, 2025
-
Efficient Memory Management for Large Language Model Serving with PagedAttention
Paper • 2309.06180 • Published • 27 -
LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models
Paper • 2308.16137 • Published • 40 -
Scaling Transformer to 1M tokens and beyond with RMT
Paper • 2304.11062 • Published • 3 -
DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models
Paper • 2309.14509 • Published • 19
Collection by
Apr 8, 2024
-
Eureka: Human-Level Reward Design via Coding Large Language Models
Paper • 2310.12931 • Published • 26 -
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs
Paper • 2311.04901 • Published • 9 -
Hiformer: Heterogeneous Feature Interactions Learning with Transformers for Recommender Systems
Paper • 2311.05884 • Published • 9 -
PolyMaX: General Dense Prediction with Mask Transformer
Paper • 2311.05770 • Published • 8