A Zero-Shot Language Agent for Computer Control with Structured Reflection
Paper • 2310.08740 • Published • 15
Agents
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AgentTuning: Enabling Generalized Agent Abilities for LLMs
Paper • 2310.12823 • Published • 36 -
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
Paper • 2308.10848 • Published • 1 -
CLEX: Continuous Length Extrapolation for Large Language Models
Paper • 2310.16450 • Published • 10 -
An Early Evaluation of GPT-4V(ision)
Paper • 2310.16534 • Published • 22 -
Personas as a Way to Model Truthfulness in Language Models
Paper • 2310.18168 • Published • 5 -
ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation
Paper • 2311.00272 • Published • 11 -
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs
Paper • 2311.02262 • Published • 14 -
Ultra-Long Sequence Distributed Transformer
Paper • 2311.02382 • Published • 6 -
MFTCoder: Boosting Code LLMs with Multitask Fine-Tuning
Paper • 2311.02303 • Published • 12 -
Prompt Engineering a Prompt Engineer
Paper • 2311.05661 • Published • 22 -
Beyond ChatBots: ExploreLLM for Structured Thoughts and Personalized Model Responses
Paper • 2312.00763 • Published • 23 -
Merlin:Empowering Multimodal LLMs with Foresight Minds
Paper • 2312.00589 • Published • 27 -
Instruction-tuning Aligns LLMs to the Human Brain
Paper • 2312.00575 • Published • 15 -
DeepCache: Accelerating Diffusion Models for Free
Paper • 2312.00858 • Published • 23 -
PathFinder: Guided Search over Multi-Step Reasoning Paths
Paper • 2312.05180 • Published • 10 -
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent
Paper • 2312.10003 • Published • 44 -
Faithful Persona-based Conversational Dataset Generation with Large Language Models
Paper • 2312.10007 • Published • 11 -
Supervised Knowledge Makes Large Language Models Better In-context Learners
Paper • 2312.15918 • Published • 9 -
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache
Paper • 2401.02669 • Published • 17 -
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk
Paper • 2401.05033 • Published • 18 -
LLaVA-φ: Efficient Multi-Modal Assistant with Small Language Model
Paper • 2401.02330 • Published • 18 -
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception
Paper • 2401.16158 • Published • 20 -
Weaver: Foundation Models for Creative Writing
Paper • 2401.17268 • Published • 45 -
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains
Paper • 2402.05140 • Published • 23 -
More Agents Is All You Need
Paper • 2402.05120 • Published • 57 -
Premise Order Matters in Reasoning with Large Language Models
Paper • 2402.08939 • Published • 28 -
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
Paper • 2402.09727 • Published • 38 -
Chain-of-Thought Reasoning Without Prompting
Paper • 2402.10200 • Published • 109 -
In Search of Needles in a 10M Haystack: Recurrent Memory Finds What LLMs Miss
Paper • 2402.10790 • Published • 42 -
Evaluating Very Long-Term Conversational Memory of LLM Agents
Paper • 2402.17753 • Published • 19 -
GAIA: a benchmark for General AI Assistants
Paper • 2311.12983 • Published • 245 -
Learning to Decode Collaboratively with Multiple Language Models
Paper • 2403.03870 • Published • 21 -
SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents
Paper • 2403.08715 • Published • 21 -
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models
Paper • 2403.12881 • Published • 18 -
Evolutionary Optimization of Model Merging Recipes
Paper • 2403.13187 • Published • 58 -
LLM Agent Operating System
Paper • 2403.16971 • Published • 73 -
AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System
Paper • 2402.15538 • Published • 6 -
LLMs Simulate Big Five Personality Traits: Further Evidence
Paper • 2402.01765 • Published -
LLM Agents in Interaction: Measuring Personality Consistency and Linguistic Alignment in Interacting Populations of Large Language Models
Paper • 2402.02896 • Published -
Is Cognition and Action Consistent or Not: Investigating Large Language Model's Personality
Paper • 2402.14679 • Published -
PHAnToM: Personality Has An Effect on Theory-of-Mind Reasoning in Large Language Models
Paper • 2403.02246 • Published • 1 -
LLM Multi-Agent Systems: Challenges and Open Problems
Paper • 2402.03578 • Published • 1 -
AgentScope: A Flexible yet Robust Multi-Agent Platform
Paper • 2402.14034 • Published • 13 -
Social Skill Training with Large Language Models
Paper • 2404.04204 • Published • 15 -
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models
Paper • 2404.18796 • Published • 71 -
Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models
Paper • 2405.01535 • Published • 124 -
Mixture-of-Agents Enhances Large Language Model Capabilities
Paper • 2406.04692 • Published • 59 -
Octo-planner: On-device Language Model for Planner-Action Agents
Paper • 2406.18082 • Published • 48 -
ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning
Paper • 2406.19741 • Published • 60 -
LiteSearch: Efficacious Tree Search for LLM
Paper • 2407.00320 • Published • 40 -
Agentless: Demystifying LLM-based Software Engineering Agents
Paper • 2407.01489 • Published • 65 -
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents
Paper • 2407.04363 • Published • 34 -
Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge
Paper • 2407.03958 • Published • 21 -
LAMBDA: A Large Model Based Data Agent
Paper • 2407.17535 • Published • 37 -
PERSONA: A Reproducible Testbed for Pluralistic Alignment
Paper • 2407.17387 • Published • 20 -
GPUDrive: Data-driven, multi-agent driving simulation at 1 million FPS
Paper • 2408.01584 • Published • 10 -
Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
Paper • 2408.03615 • Published • 31 -
Generating novel experimental hypotheses from language models: A case study on cross-dative generalization
Paper • 2408.05086 • Published • 5 -
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
Paper • 2408.06292 • Published • 128 -
Benchmarking Agentic Workflow Generation
Paper • 2410.07869 • Published • 29 -
marcelbinz/Llama-3.1-Centaur-70B
Text Generation • 71B • Updated • 641 • 82 -
Agent Laboratory: Using LLM Agents as Research Assistants
Paper • 2501.04227 • Published • 95