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Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior
Paper • 2309.00359 • Published • 22 -
Large Language Models as Optimizers
Paper • 2309.03409 • Published • 78 -
Natural Language Supervision for General-Purpose Audio Representations
Paper • 2309.05767 • Published • 9 -
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Using Sorted Fine-Tuning (SoFT)
Paper • 2309.08968 • Published • 23
Zhankui He
ZhankuiHe
AI & ML interests
Personalization, Recommender Systems, Conversational Systems
Organizations
Multimodal LLM
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Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning
Paper • 2309.02591 • Published • 15 -
LMDX: Language Model-based Document Information Extraction and Localization
Paper • 2309.10952 • Published • 66 -
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation
Paper • 2310.03214 • Published • 20 -
Lemur: Harmonizing Natural Language and Code for Language Agents
Paper • 2310.06830 • Published • 33
LLM Agents
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ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models
Paper • 2309.00986 • Published • 21 -
Agents: An Open-source Framework for Autonomous Language Agents
Paper • 2309.07870 • Published • 42 -
SmartPlay : A Benchmark for LLMs as Intelligent Agents
Paper • 2310.01557 • Published • 13 -
How FaR Are Large Language Models From Agents with Theory-of-Mind?
Paper • 2310.03051 • Published • 35
LLM Optimization
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Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 53 -
Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 39 -
Adapting Large Language Models via Reading Comprehension
Paper • 2309.09530 • Published • 81 -
Language Modeling Is Compression
Paper • 2309.10668 • Published • 83
LLMs 4 Rec
-
Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior
Paper • 2309.00359 • Published • 22 -
Large Language Models as Optimizers
Paper • 2309.03409 • Published • 78 -
Natural Language Supervision for General-Purpose Audio Representations
Paper • 2309.05767 • Published • 9 -
Sorted LLaMA: Unlocking the Potential of Intermediate Layers of Large Language Models for Dynamic Inference Using Sorted Fine-Tuning (SoFT)
Paper • 2309.08968 • Published • 23
LLM Agents
-
ModelScope-Agent: Building Your Customizable Agent System with Open-source Large Language Models
Paper • 2309.00986 • Published • 21 -
Agents: An Open-source Framework for Autonomous Language Agents
Paper • 2309.07870 • Published • 42 -
SmartPlay : A Benchmark for LLMs as Intelligent Agents
Paper • 2310.01557 • Published • 13 -
How FaR Are Large Language Models From Agents with Theory-of-Mind?
Paper • 2310.03051 • Published • 35
Multimodal LLM
-
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning
Paper • 2309.02591 • Published • 15 -
LMDX: Language Model-based Document Information Extraction and Localization
Paper • 2309.10952 • Published • 66 -
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation
Paper • 2310.03214 • Published • 20 -
Lemur: Harmonizing Natural Language and Code for Language Agents
Paper • 2310.06830 • Published • 33
LLM Optimization
-
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Paper • 2309.08532 • Published • 53 -
Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 39 -
Adapting Large Language Models via Reading Comprehension
Paper • 2309.09530 • Published • 81 -
Language Modeling Is Compression
Paper • 2309.10668 • Published • 83