Image de couverture de livre

A Deterministic Agentic Workflow for HS Tariff Classification: Multi-Dimensional Rule Reasoning with Interpretable Decisions

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhang, Yu, Zhuang, Dongjiang, Zhou, Qu, Huang, Zheng, Wu, Junhe, Cao, Jing, Chen, Kai
Format:	Preprint
Publié:	2026
Sujets:	Artificial Intelligence Information Retrieval
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

LiCoMemory: Lightweight and Cognitive Agentic Memory for Efficient Long-Term Reasoning
par: Huang, Zhengjun, et autres
Publié: (2025)

MemoBrain: Executive Memory as an Agentic Brain for Reasoning
par: Qian, Hongjin, et autres
Publié: (2026)

Unlocking Biological Workflows for Robust Protein-Text Question Answering: A Dual-Dimensional RAG Framework
par: Ding, Li, et autres
Publié: (2026)

Enhancing Local Life Service Recommendation with Agentic Reasoning in Large Language Model
par: Cao, Shiteng, et autres
Publié: (2026)

AgentGR: Semantic-aware Agentic Group Decision-Making Simulator for Group Recommendation
par: Zhou, Yangtao, et autres
Publié: (2026)

From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG
par: Wu, Wenhao, et autres
Publié: (2026)

RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models
par: Jin, Can, et autres
Publié: (2025)

EA-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment
par: Nan, Yixuan, et autres
Publié: (2026)

A Logical-Rule Autoencoder for Interpretable Recommendations
par: Pan, Jinhao, et autres
Publié: (2026)

HARPO: Hierarchical Agentic Reasoning for User-Aligned Conversational Recommendation
par: Raj, Subham, et autres
Publié: (2026)

RecThinker: An Agentic Framework for Tool-Augmented Reasoning in Recommendation
par: Zhang, Haobo, et autres
Publié: (2026)

Hierarchical Matrix Factorization for Interpretable Collaborative Filtering
par: Sugahara, Kai, et autres
Publié: (2023)

Rethinking Agentic RAG: Toward LLM-Driven Logical Retrieval Beyond Embeddings
par: Zeng, Yuqi, et autres
Publié: (2026)

Interpretable Chinese Metaphor Identification via LLM-Assisted MIPVU Rule Script Generation: A Comparative Protocol Study
par: Huang, Weihang, et autres
Publié: (2026)

Future-Conditioned Recommendations with Multi-Objective Controllable Decision Transformer
par: Gao, Chongming, et autres
Publié: (2025)

Enhancing the Interpretability of Rule-based Explanations through Information Retrieval
par: Umbrico, Alessandro, et autres
Publié: (2025)

Agentic RAG with Knowledge Graphs for Complex Multi-Hop Reasoning in Real-World Applications
par: Lelong, Jean, et autres
Publié: (2025)

Reason to Retrieve: Enhancing Query Understanding through Decomposition and Interpretation
par: Zhong, Yunfei, et autres
Publié: (2025)

PaperMind: Benchmarking Agentic Reasoning and Critique over Scientific Papers in Multimodal LLMs
par: Zhao, Yanjun, et autres
Publié: (2026)

The Personalization Paradox: Semantic Loss vs. Reasoning Gains in Agentic AI Q&A
par: Movidi, Satyajit, et autres
Publié: (2025)

CDC: Causal Domain Clustering for Multi-Domain Recommendation
par: Luo, Huishi, et autres
Publié: (2025)

Multi-Faceted Continual Knowledge Graph Embedding for Semantic-Aware Link Prediction
par: Qi, Jing, et autres
Publié: (2026)

Factorized Latent Reasoning for LLM-based Recommendation
par: Gao, Tianqi, et autres
Publié: (2026)

RAG-R1: Incentivizing the Search and Reasoning Capabilities of LLMs through Multi-query Parallelism
par: Tan, Zhiwen, et autres
Publié: (2025)

R2MED: A Benchmark for Reasoning-Driven Medical Retrieval
par: Zhang, Xiangxu, et autres
Publié: (2025)

Multi-Source Retrieval and Reasoning for Legal Sentencing Prediction
par: Chen, Junjie, et autres
Publié: (2026)

Towards Self-Evolving Agentic Literature Retrieval
par: Du, Yuwen, et autres
Publié: (2026)

RuleAgent: Discovering Rules for Recommendation Denoising with Autonomous Language Agents
par: Wang, Zongwei, et autres
Publié: (2025)

The Future is Agentic: Definitions, Perspectives, and Open Challenges of Multi-Agent Recommender Systems
par: Maragheh, Reza Yousefi, et autres
Publié: (2025)

Parallel Latent Reasoning for Sequential Recommendation
par: Tang, Jiakai, et autres
Publié: (2026)

Continuous Input Embedding Size Search For Recommender Systems
par: Qu, Yunke, et autres
Publié: (2023)

Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges
par: Liang, Jintao, et autres
Publié: (2025)

MemSearch-o1: Empowering Large Language Models with Reasoning-Aligned Memory Growth in Agentic Search
par: Zhang, Sheng, et autres
Publié: (2026)

A2RAG: Adaptive Agentic Graph Retrieval for Cost-Aware and Reliable Reasoning
par: Liu, Jiate, et autres
Publié: (2026)

Internalizing Multi-Agent Reasoning for Accurate and Efficient LLM-based Recommendation
par: Wu, Yang, et autres
Publié: (2026)

AgenticRS-Architecture: System Design for Agentic Recommender Systems
par: Zhang, Hao, et autres
Publié: (2026)

DeepRead: Document Structure-Aware Reasoning to Enhance Agentic Search
par: Li, Zhanli, et autres
Publié: (2026)

Agentic Conversational Search with Contextualized Reasoning via Reinforcement Learning
par: Mo, Fengran, et autres
Publié: (2026)

A Soft-partitioned Semi-supervised Collaborative Transfer Learning Approach for Multi-Domain Recommendation
par: Liu, Xiaoyu, et autres
Publié: (2025)

Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate
par: Huang, Ziyang, et autres
Publié: (2025)