Imagen de Portada

Leverage Laws: A Per-Task Framework for Human-Agent Collaboration

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autor principal:	Loosmore, Stan
Formato:	Preprint
Publicado:	2026
Materias:	Artificial Intelligence Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Adaptable Embeddings Network (AEN)
por: Loosmore, Stan, et al.
Publicado: (2024)

Enhancing Text Classification with a Novel Multi-Agent Collaboration Framework Leveraging BERT
por: Baban, Hediyeh, et al.
Publicado: (2025)

Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration
por: Shao, Yijia, et al.
Publicado: (2024)

TeamLLM: A Human-Like Team-Oriented Collaboration Framework for Multi-Step Contextualized Tasks
por: Wang, Xiangyu, et al.
Publicado: (2026)

Theory of Mind in Action: The Instruction Inference Task in Dynamic Human-Agent Collaboration
por: Saad, Fardin, et al.
Publicado: (2025)

CowPilot: A Framework for Autonomous and Human-Agent Collaborative Web Navigation
por: Huq, Faria, et al.
Publicado: (2025)

Through the Lens of Human-Human Collaboration: A Configurable Research Platform for Exploring Human-Agent Collaboration
por: Yao, Bingsheng, et al.
Publicado: (2025)

Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration
por: Zhang, Shao, et al.
Publicado: (2025)

A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration
por: Liu, Zijun, et al.
Publicado: (2023)

Medifact at PerAnsSumm 2025: Leveraging Lightweight Models for Perspective-Specific Summarization of Clinical Q&A Forums
por: Saeed, Nadia
Publicado: (2025)

Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs
por: Xiao, Changrong, et al.
Publicado: (2024)

Demonstrating ViviDoc: Generating Interactive Documents through Human-Agent Collaboration
por: Tang, Yinghao, et al.
Publicado: (2026)

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring
por: Su, Jiamin, et al.
Publicado: (2025)

Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning
por: Yu, Peiying, et al.
Publicado: (2025)

MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting
por: Sun, Hongda, et al.
Publicado: (2024)

Completion $\neq$ Collaboration: Scaling Collaborative Effort with Agents
por: Shen, Shannon Zejiang, et al.
Publicado: (2025)

Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration
por: Wang, Zhenhailong, et al.
Publicado: (2023)

Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration
por: Li, Yilong, et al.
Publicado: (2025)

Towards better Human-Agent Alignment: Assessing Task Utility in LLM-Powered Applications
por: Arabzadeh, Negar, et al.
Publicado: (2024)

LawLuo: A Multi-Agent Collaborative Framework for Multi-Round Chinese Legal Consultation
por: Sun, Jingyun, et al.
Publicado: (2024)

CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models
por: Liang, Xuechen, et al.
Publicado: (2024)

STRUCTSENSE: A Task-Agnostic Agentic Framework for Structured Information Extraction with Human-In-The-Loop Evaluation and Benchmarking
por: Chhetri, Tek Raj, et al.
Publicado: (2025)

Leveraging In-Context Learning for Language Model Agents
por: Gupta, Shivanshu, et al.
Publicado: (2025)

A Study on Leveraging Search and Self-Feedback for Agent Reasoning
por: K, Karthikeyan, et al.
Publicado: (2025)

The Scaling Laws of Skills in LLM Agent Systems
por: Chen, Charles, et al.
Publicado: (2026)

GPS: General Per-Sample Prompter
por: Batorski, Pawel, et al.
Publicado: (2025)

Learning to Generate and Extract: A Multi-Agent Collaboration Framework For Zero-shot Document-level Event Arguments Extraction
por: Zhang, Guangjun, et al.
Publicado: (2026)

Human-Agent Collaborative Paper-to-Page Crafting for Under $0.1
por: Ma, Qianli, et al.
Publicado: (2025)

ColorBench: Benchmarking Mobile Agents with Graph-Structured Framework for Complex Long-Horizon Tasks
por: Song, Yuanyi, et al.
Publicado: (2025)

Intermediate-Task Transfer Learning: Leveraging Sarcasm Detection for Stance Detection
por: Nkhata, Gibson, et al.
Publicado: (2025)

SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity
por: Mondal, Ishani, et al.
Publicado: (2025)

Scaling Laws of Decoder-Only Models on the Multilingual Machine Translation Task
por: Caillaut, Gaëtan, et al.
Publicado: (2024)

Establishing Task Scaling Laws via Compute-Efficient Model Ladders
por: Bhagia, Akshita, et al.
Publicado: (2024)

Leveraging Human Revisions for Improving Text-to-Layout Models
por: Xie, Amber, et al.
Publicado: (2024)

From Control to Foresight: Simulation as a New Paradigm for Human-Agent Collaboration
por: He, Gaole, et al.
Publicado: (2026)

DeepMEL: A Multi-Agent Collaboration Framework for Multimodal Entity Linking
por: Wang, Fang, et al.
Publicado: (2025)

Decision-Oriented Dialogue for Human-AI Collaboration
por: Lin, Jessy, et al.
Publicado: (2023)

REI-Bench: Can Embodied Agents Understand Vague Human Instructions in Task Planning?
por: Jiang, Chenxi, et al.
Publicado: (2025)

InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks
por: Hu, Xueyu, et al.
Publicado: (2024)

Building from Scratch: A Multi-Agent Framework with Human-in-the-Loop for Multilingual Legal Terminology Mapping
por: Meng, Lingyi, et al.
Publicado: (2025)