Cover Image

Adaptive ToR: Complexity-Aware Tree-Based Retrieval for Pareto-Optimal Multi-Intent NLU

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yoo, Hee-Kyong, Kim, Wonbae, Ahn, Hyocheol
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence H.3.3; I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Case for Intent-Based Query Rewriting
by: Nicolai, Gianna Lisa, et al.
Published: (2025)

Session Context Embedding for Intent Understanding in Product Search
by: Mehrdad, Navid, et al.
Published: (2024)

Intent-Driven Dynamic Chunking: Segmenting Documents to Reflect Predicted Information Needs
by: Koutsiaris, Christos
Published: (2026)

BridgeRAG: Training-Free Bridge-Conditioned Retrieval for Multi-Hop Question Answering
by: Bacellar, Andre
Published: (2026)

Local Hybrid Retrieval-Augmented Document QA
by: Astrino, Paolo
Published: (2025)

Seeing through the Conflict: Transparent Knowledge Conflict Handling in Retrieval-Augmented Generation
by: Ye, Hua, et al.
Published: (2026)

A Comparative Study of Language Models for Khmer Retrieval-Augmented Question Answering
by: Ros, Sereiwathna, et al.
Published: (2026)

QUARK: Robust Retrieval under Non-Faithful Queries via Query-Anchored Aggregation
by: Lyu, Rita Qiuran, et al.
Published: (2026)

Optimizing Retrieval-Augmented Generation for Electrical Engineering: A Case Study on ABB Circuit Breakers
by: Alawadhi, Salahuddin, et al.
Published: (2025)

Towards Adaptive Context Management for Intelligent Conversational Question Answering
by: Perera, Manoj Madushanka, et al.
Published: (2025)

Benchmarking Google Embeddings 2 against Open-Source Models for Multilingual Dense Retrieval and RAG Systems
by: Cirillo, Stefano, et al.
Published: (2026)

Contextually Aware E-Commerce Product Question Answering using RAG
by: Tangarajan, Praveen, et al.
Published: (2025)

Graph-GRPO: Dependency-Aware Credit Assignment for Generative E-commerce Search Relevance
by: Che, Jiarui, et al.
Published: (2026)

Architecture Matters More Than Scale: A Comparative Study of Retrieval and Memory Augmentation for Financial QA Under SME Compute Constraints
by: Liu, Jianan, et al.
Published: (2026)

Criteria-Based LLM Relevance Judgments
by: Farzi, Naghmeh, et al.
Published: (2025)

Topic Is Not Agenda: A Citation-Community Audit of Text Embeddings
by: Yoo, Junseon
Published: (2026)

Extending AI for Research to the Humanities: A Multi-Agent Framework for Evidence-Grounded Scholarship
by: Pan, Yating, et al.
Published: (2026)

Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation
by: Iana, Andreea, et al.
Published: (2023)

NameBERT: Scaling Name-Based Nationality Classification with LLM-Augmented Open Academic Data
by: Ming, Cong, et al.
Published: (2026)

MeVer at CheckThat! 2026: Cluster-Aware Hard-Negative Mining for Multilingual Scientific-Source Retrieval
by: Bakagianni, Juli, et al.
Published: (2026)

RLM-on-KG: Heuristics First, LLMs When Needed: Adaptive Retrieval Control over Mention Graphs for Scattered Evidence
by: Volpini, Andrea, et al.
Published: (2026)

Memory Architectures for Multi-Turn Text-to-SQL: A Benchmark and Empirical Study
by: Tummalapenta, Ravi Kumar, et al.
Published: (2026)

Automating Pharmacovigilance Evidence Generation: Using Large Language Models to Produce Context-Aware SQL
by: Painter, Jeffery L., et al.
Published: (2024)

LLM-as-a-Judge: Rapid Evaluation of Legal Document Recommendation for Retrieval-Augmented Generation
by: Pradhan, Anu, et al.
Published: (2025)

Bhakti: A Lightweight Vector Database Management System for Endowing Large Language Models with Semantic Search Capabilities and Memory
by: Wu, Zihao
Published: (2025)

Knowledge-Aware Iterative Retrieval for Multi-Agent Systems
by: Song, Seyoung
Published: (2025)

AuthorityBench: Benchmarking LLM Authority Perception for Reliable Retrieval-Augmented Generation
by: Yao, Zhihui, et al.
Published: (2026)

AI-Friendly LaTeX: Using LaTeX Code as a Knowledge Source for Retrieval-Augmented Generation
by: Verhoeff, Tom
Published: (2026)

Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks
by: Böckling, Martin, et al.
Published: (2025)

When to Retrieve During Reasoning: Adaptive Retrieval for Large Reasoning Models
by: Guo, Dongxin, et al.
Published: (2026)

Flippi: End To End GenAI Assistant for E-Commerce
by: Rajasekar, Anand A., et al.
Published: (2025)

Fine-Grained Emotion Recognition via In-Context Learning
by: Ren, Zhaochun, et al.
Published: (2025)

MasterSet: A Large-Scale Benchmark for Must-Cite Citation Recommendation in the AI/ML Literature
by: Ratul, Md Toyaha Rahman, et al.
Published: (2026)

NewsScope: Schema-Grounded Cross-Domain News Claim Extraction with Open Models
by: Pandya, Nidhi
Published: (2025)

Evaluation of Chunking Strategies for Effective Text Embedding in Low-Resource Language on Agricultural Documents
by: Chhoun, Sovandara, et al.
Published: (2026)

Stage-Audit: Auditable Source-Frontier Discovery for Cross-Wiki Tables
by: Shen, Chen
Published: (2026)

Scaling Multilingual Semantic Search in Uber Eats Delivery
by: Ling, Bo, et al.
Published: (2026)

When Stored Evidence Stops Being Usable: Scale-Conditioned Evaluation of Agent Memory
by: Shao, Jiaqi, et al.
Published: (2026)

Does UMBRELA Work on Other LLMs?
by: Farzi, Naghmeh, et al.
Published: (2025)

2024 Google Scholar Research Interest Ranking for Top 3260 Computer Science Authors
by: Rasane, Atharva
Published: (2024)