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Collections including paper arxiv:2407.04363

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Paper • 2407.04363 • Published Jul 5, 2024 • 34
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning

Paper • 2508.19828 • Published Aug 27, 2025 • 8
Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Paper • 2507.05257 • Published Jul 7, 2025 • 15
Coarse-to-Fine Grounded Memory for LLM Agent Planning

Paper • 2508.15305 • Published Aug 21, 2025

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 9
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 72
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 37

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Paper • 2407.04363 • Published Jul 5, 2024 • 34
LM2: Large Memory Models

Paper • 2502.06049 • Published Feb 9, 2025 • 32
Titans: Learning to Memorize at Test Time

Paper • 2501.00663 • Published Dec 31, 2024 • 31

More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3, 2024 • 57
UFO: A UI-Focused Agent for Windows OS Interaction

Paper • 2402.07939 • Published Feb 8, 2024 • 17
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments

Paper • 2406.04151 • Published Jun 6, 2024 • 24
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Paper • 2407.04363 • Published Jul 5, 2024 • 34

How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation System?

Paper • 2412.18495 • Published Dec 24, 2024 • 9
Ultra-Sparse Memory Network

Paper • 2411.12364 • Published Nov 19, 2024 • 23
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries

Paper • 2402.13043 • Published Feb 20, 2024 • 2
Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32

Unlocking Continual Learning Abilities in Language Models

Paper • 2406.17245 • Published Jun 25, 2024 • 30
A Closer Look into Mixture-of-Experts in Large Language Models

Paper • 2406.18219 • Published Jun 26, 2024 • 17
Symbolic Learning Enables Self-Evolving Agents

Paper • 2406.18532 • Published Jun 26, 2024 • 12
Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs

Paper • 2406.18629 • Published Jun 26, 2024 • 42

MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs

Paper • 2402.15627 • Published Feb 23, 2024 • 36
Beyond Language Models: Byte Models are Digital World Simulators

Paper • 2402.19155 • Published Feb 29, 2024 • 53
VisionLLaMA: A Unified LLaMA Interface for Vision Tasks

Paper • 2403.00522 • Published Mar 1, 2024 • 46
Stealing Part of a Production Language Model

Paper • 2403.06634 • Published Mar 11, 2024 • 90

A Zero-Shot Language Agent for Computer Control with Structured Reflection

Paper • 2310.08740 • Published Oct 12, 2023 • 15
AgentTuning: Enabling Generalized Agent Abilities for LLMs

Paper • 2310.12823 • Published Oct 19, 2023 • 36
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Paper • 2308.10848 • Published Aug 21, 2023 • 1
CLEX: Continuous Length Extrapolation for Large Language Models

Paper • 2310.16450 • Published Oct 25, 2023 • 10

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Paper • 2407.04363 • Published Jul 5, 2024 • 34
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning

Paper • 2508.19828 • Published Aug 27, 2025 • 8
Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions

Paper • 2507.05257 • Published Jul 7, 2025 • 15
Coarse-to-Fine Grounded Memory for LLM Agent Planning

Paper • 2508.15305 • Published Aug 21, 2025

How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation System?

Paper • 2412.18495 • Published Dec 24, 2024 • 9
Ultra-Sparse Memory Network

Paper • 2411.12364 • Published Nov 19, 2024 • 23
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries

Paper • 2402.13043 • Published Feb 20, 2024 • 2
Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 9
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 48
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 72
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 37

Unlocking Continual Learning Abilities in Language Models

Paper • 2406.17245 • Published Jun 25, 2024 • 30
A Closer Look into Mixture-of-Experts in Large Language Models

Paper • 2406.18219 • Published Jun 26, 2024 • 17
Symbolic Learning Enables Self-Evolving Agents

Paper • 2406.18532 • Published Jun 26, 2024 • 12
Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs

Paper • 2406.18629 • Published Jun 26, 2024 • 42

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Paper • 2407.04363 • Published Jul 5, 2024 • 34
LM2: Large Memory Models

Paper • 2502.06049 • Published Feb 9, 2025 • 32
Titans: Learning to Memorize at Test Time

Paper • 2501.00663 • Published Dec 31, 2024 • 31

MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs

Paper • 2402.15627 • Published Feb 23, 2024 • 36
Beyond Language Models: Byte Models are Digital World Simulators

Paper • 2402.19155 • Published Feb 29, 2024 • 53
VisionLLaMA: A Unified LLaMA Interface for Vision Tasks

Paper • 2403.00522 • Published Mar 1, 2024 • 46
Stealing Part of a Production Language Model

Paper • 2403.06634 • Published Mar 11, 2024 • 90

More Agents Is All You Need

Paper • 2402.05120 • Published Feb 3, 2024 • 57
UFO: A UI-Focused Agent for Windows OS Interaction

Paper • 2402.07939 • Published Feb 8, 2024 • 17
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments

Paper • 2406.04151 • Published Jun 6, 2024 • 24
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Paper • 2407.04363 • Published Jul 5, 2024 • 34

A Zero-Shot Language Agent for Computer Control with Structured Reflection

Paper • 2310.08740 • Published Oct 12, 2023 • 15
AgentTuning: Enabling Generalized Agent Abilities for LLMs

Paper • 2310.12823 • Published Oct 19, 2023 • 36
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Paper • 2308.10848 • Published Aug 21, 2023 • 1
CLEX: Continuous Length Extrapolation for Large Language Models

Paper • 2310.16450 • Published Oct 25, 2023 • 10

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