Imagen de Portada

Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Huang, Wei-Chieh, Zou, Henry Peng, Wu, Yaozu, Li, Dongyuan, Chen, Yankai, Zhang, Weizhi, Li, Yangning, Zangari, Angelo, Guo, Jizhou, Miao, Chunyu, Fang, Liancheng, He, Langzhou, Li, Yinghui, Jiang, Renhe, Yu, Philip S.
Formato:	Preprint
Publicado:	2025
Materias:	Computation and Language Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

PSG-Agent: Personality-Aware Safety Guardrail for LLM-based Agents
por: Wu, Yaozu, et al.
Publicado: (2025)

A Call for Collaborative Intelligence: Why Human-Agent Systems Should Precede AI Autonomy
por: Zou, Henry Peng, et al.
Publicado: (2025)

Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances
por: Wu, Yaozu, et al.
Publicado: (2025)

LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey
por: Zou, Henry Peng, et al.
Publicado: (2025)

Node Role-Guided LLMs for Dynamic Graph Clustering
por: Li, Dongyuan, et al.
Publicado: (2026)

Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies
por: Chen, Yankai, et al.
Publicado: (2025)

TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency
por: Zou, Henry Peng, et al.
Publicado: (2025)

Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs
por: Li, Yangning, et al.
Publicado: (2025)

When Users Change Their Mind: Evaluating Interruptible Agents in Long-Horizon Web Navigation
por: Zou, Henry Peng, et al.
Publicado: (2026)

Locally Confident, Globally Stuck: The Quality-Exploration Dilemma in Diffusion Language Models
por: Fang, Liancheng, et al.
Publicado: (2026)

Diffusion Models in 3D Vision: A Survey
por: Wang, Zhen, et al.
Publicado: (2024)

TabGen-ICL: Residual-Aware In-Context Example Selection for Tabular Data Generation
por: Fang, Liancheng, et al.
Publicado: (2025)

A Survey on Deep Active Learning: Recent Advances and New Frontiers
por: Li, Dongyuan, et al.
Publicado: (2024)

ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction
por: Zou, Henry Peng, et al.
Publicado: (2024)

Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning
por: Li, Yangning, et al.
Publicado: (2025)

RECODE-H: A Benchmark for Research Code Development with Interactive Human Feedback
por: Miao, Chunyu, et al.
Publicado: (2025)

MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection
por: Fang, Liancheng, et al.
Publicado: (2025)

Do We Really Need Graph Convolution During Training? Light Post-Training Graph-ODE for Efficient Recommendation
por: Zhang, Weizhi, et al.
Publicado: (2024)

AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees
por: Li, Yangning, et al.
Publicado: (2025)

Scaling Laws for Many-Shot In-Context Learning with Self-Generated Annotations
por: Gu, Zhengyao, et al.
Publicado: (2025)

OpenGuardrails: A Configurable, Unified, and Scalable Guardrails Platform for Large Language Models
por: Wang, Thomas, et al.
Publicado: (2025)

Routing Channel-Patch Dependencies in Time Series Forecasting with Graph Spectral Decomposition
por: Li, Dongyuan, et al.
Publicado: (2026)

Community-Invariant Graph Contrastive Learning
por: Tan, Shiyin, et al.
Publicado: (2024)

A Unified Retrieval Framework with Document Ranking and EDU Filtering for Multi-document Summarization
por: Tan, Shiyin, et al.
Publicado: (2025)

Poly-Guard: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset
por: Kang, Mintong, et al.
Publicado: (2025)

MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning
por: Li, Yangning, et al.
Publicado: (2025)

From Retrieval to Generation: Efficient and Effective Entity Set Expansion
por: Huang, Shulin, et al.
Publicado: (2023)

Event-Aware Prompt Learning for Dynamic Graphs
por: Yu, Xingtong, et al.
Publicado: (2025)

Filter-then-Weight: Online Data Selection and Reweighting for LLM Fine-Tuning
por: Wang, Fangxin, et al.
Publicado: (2026)

Revisiting Dynamic Graph Clustering via Matrix Factorization
por: Li, Dongyuan, et al.
Publicado: (2025)

Taming Recommendation Bias with Causal Intervention on Evolving Personal Popularity
por: Tan, Shiyin, et al.
Publicado: (2025)

TimeClaw: A Time-Series AI Agent with Exploratory Execution Learning
por: Liu, Hangchen, et al.
Publicado: (2026)

Process-Level Trajectory Evaluation for Environment Configuration in Software Engineering Agents
por: Kuang, Jiayi, et al.
Publicado: (2025)

Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge
por: Li, Yangning, et al.
Publicado: (2022)

From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents
por: Zhang, Weizhi, et al.
Publicado: (2025)

OKG-LLM: Aligning Ocean Knowledge Graph with Observation Data via LLMs for Global Sea Surface Temperature Prediction
por: Yang, Hanchen, et al.
Publicado: (2025)

Colorful Talks with Graphs: Human-Interpretable Graph Encodings for Large Language Models
por: Zangari, Angelo, et al.
Publicado: (2026)

AI Agents with Human-Like Collaborative Tools: Adaptive Strategies for Enhanced Problem-Solving
por: Reed, Harper, et al.
Publicado: (2025)

When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
por: Li, Yinghui, et al.
Publicado: (2024)

Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion
por: Wang, Hebin, et al.
Publicado: (2024)