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TagRAG: Tag-guided Hierarchical Knowledge Graph Retrieval-Augmented Generation arxiv.org/abs/2601.05254 .IR .CL

CourtNav: Voice-Guided, Anchor-Accurate Navigation of Long Legal Documents in Courtrooms arxiv.org/abs/2601.05255 .IR .HC

Naiad: Novel Agentic Intelligent Autonomous System for Inland Water Monitoring arxiv.org/abs/2601.05256 .AI .CL .CV .IR

KP-Agent: Keyword Pruning in Sponsored Search Advertising via LLM-Powered Contextual Bandits arxiv.org/abs/2601.05257 .IR .AI

From Events to Trending: A Multi-Stage Hotspots Detection Method Based on Generative Query Indexing arxiv.org/abs/2601.05258 .IR .AI .HC

A Technical Report on the Second Place Solution for the CIKM 2025 AnalytiCup Competition arxiv.org/abs/2601.05259 .IR

Improving User Experience with Personalized Review Ranking and Summarization arxiv.org/abs/2601.05261 .IR .LG

LLM2IR: simple unsupervised contrastive learning makes long-context LLM great retriever arxiv.org/abs/2601.05262 .IR .AI .CL

MedPI: Evaluating AI Systems in Medical Patient-facing Interactions arxiv.org/abs/2601.04195 .CL .AI

RAGVUE: A Diagnostic View for Explainable and Automated Evaluation of Retrieval-Augmented Generation arxiv.org/abs/2601.04196 .CL .IR

Identification of a Kalman filter: consistency of local solutions arxiv.org/abs/2601.04198 .SY .DS .SY

The Forgotten Shield: Safety Grafting in Parameter-Space for Medical MLLMs arxiv.org/abs/2601.04199 .LG .AI .CL

Attribute-Aware Controlled Product Generation with LLMs for E-commerce arxiv.org/abs/2601.04200 .CL .AI

Collective Narrative Grounding: Community-Coordinated Data Contributions to Improve Local AI Systems arxiv.org/abs/2601.04201 .CL .AI .CY .HC

TeleTables: A Benchmark for Large Language Models in Telecom Table Interpretation arxiv.org/abs/2601.04202 .CL .AI .LG

FronTalk: Benchmarking Front-End Development as Conversational Code Generation with Multi-Modal Feedback arxiv.org/abs/2601.04203 .CL .CV .LG .SE

Enhancing Retrieval-Augmented Generation with Two-Stage Retrieval: FlashRank Reranking and Query Expansion arxiv.org/abs/2601.03258 .IR

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