Copertina

Why Agent Caching Fails and How to Fix It: Structured Intent Canonicalization with Few-Shot Learning

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	Basu, Abhinaba
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computation and Language Artificial Intelligence Machine Learning 68T50, 62H30, 94A15 I.2.7; H.3.3; I.5.3
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Perception-Aware Bias Detection for Query Suggestions
di: Haak, Fabian, et al.
Pubblicazione: (2026)

Multi-source Heterogeneous Public Opinion Analysis via Collaborative Reasoning and Adaptive Fusion: A Systematically Integrated Approach
di: Liu, Yi
Pubblicazione: (2026)

DPDisc: From Factoid Questions to Data Product Requests for Open-World Data Product Discovery over Tables and Text
di: Zhang, Liangliang, et al.
Pubblicazione: (2025)

GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs
di: Da, Longchao, et al.
Pubblicazione: (2025)

Towards Robust Retrieval-Augmented Generation Based on Knowledge Graph: A Comparative Analysis
di: Amamou, Hazem, et al.
Pubblicazione: (2026)

ByteRover: Agent-Native Memory Through LLM-Curated Hierarchical Context
di: Nguyen, Andy, et al.
Pubblicazione: (2026)

An Ensemble Embedding Approach for Improving Semantic Caching Performance in LLM-based Systems
di: Ghaffari, Shervin, et al.
Pubblicazione: (2025)

Fact Grounded Attention: Eliminating Hallucination in Large Language Models Through Attention Level Knowledge Integration
di: Gupta, Aayush
Pubblicazione: (2025)

A Case Study of Balanced Query Recommendation on Wikipedia
di: Mishra, Harshit, et al.
Pubblicazione: (2025)

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

IndoBERT-Sentiment: Context-Conditioned Sentiment Classification for Indonesian Text
di: Saputra, Muhammad Apriandito Arya, et al.
Pubblicazione: (2026)

IndoBERT-Relevancy: A Context-Conditioned Relevancy Classifier for Indonesian Text
di: Saputra, Muhammad Apriandito Arya, et al.
Pubblicazione: (2026)

Visualizing the Evolution of Twitter (X.com) Conversations: A Comprehensive Methodology Applied to AI Training Discussions on ChatGPT
di: Jess, Nicole, et al.
Pubblicazione: (2024)

AgenticAI-DialogGen: Topic-Guided Conversation Generation for Fine-Tuning and Evaluating Short- and Long-Term Memories of LLMs
di: Perera, Manoj Madushanka, et al.
Pubblicazione: (2026)

BMAM: Brain-inspired Multi-Agent Memory Framework
di: Li, Yang, et al.
Pubblicazione: (2026)

TriAlignGR: Triangular Multitask Alignment with Multimodal Deep Interest Mining for Generative Recommendation
di: Zeng, Yangchen, et al.
Pubblicazione: (2026)

Proximity Measure of Information Object Features for Solving the Problem of Their Identification in Information Systems
di: Yuzefovych, Volodymyr
Pubblicazione: (2026)

Optimizing Retrieval-Augmented Generation (RAG) for Colloquial Cantonese: A LoRA-Based Systematic Review
di: Calonge, David Santandreu, et al.
Pubblicazione: (2025)

EdgeJury: Cross-Reviewed Small-Model Ensembles for Truthful Question Answering on Serverless Edge Inference
di: Kumar, Aayush
Pubblicazione: (2025)

Heterogeneous LLM Methods for Ontology Learning (Few-Shot Prompting, Ensemble Typing, and Attention-Based Taxonomies)
di: Beliaeva, Aleksandra, et al.
Pubblicazione: (2025)

From Unstructured Recall to Schema-Grounded Memory: Reliable AI Memory via Iterative, Schema-Aware Extraction
di: Petrov, Alex, et al.
Pubblicazione: (2026)

EnterpriseRAG-Bench: A RAG Benchmark for Company Internal Knowledge
di: Sun, Yuhong, et al.
Pubblicazione: (2026)

Mubeen AI: A Specialized Arabic Language Model for Heritage Preservation and User Intent Understanding
di: Aljafari, Mohammed, et al.
Pubblicazione: (2025)

Key Algorithms for Keyphrase Generation: Instruction-Based LLMs for Russian Scientific Keyphrases
di: Glazkova, Anna, et al.
Pubblicazione: (2024)

A Hybrid Framework for Real-Time Data Drift and Anomaly Identification Using Hierarchical Temporal Memory and Statistical Tests
di: Bandyopadhyay, Subhadip, et al.
Pubblicazione: (2025)

Method for Aggregating Unstructured Data Using Large Language Models
di: Lazebnyi, Vsevolod, et al.
Pubblicazione: (2026)

Controllable Evidence Selection in Retrieval-Augmented Question Answering via Deterministic Utility Gating
di: Unda, Victor P.
Pubblicazione: (2026)

Exploring new Approaches for Information Retrieval through Natural Language Processing
di: Raj, Manak, et al.
Pubblicazione: (2025)

Complementary Learning Approach for Text Classification using Large Language Models
di: Asgari, Navid, et al.
Pubblicazione: (2025)

When LLM meets Fuzzy-TOPSIS for Personnel Selection through Automated Profile Analysis
di: Hoque, Shahria, et al.
Pubblicazione: (2026)

CLAP: Coreference-Linked Augmentation for Passage Retrieval
di: Xu, Huanwei, et al.
Pubblicazione: (2025)

AI Agents-as-Judge: Automated Assessment of Accuracy, Consistency, Completeness and Clarity for Enterprise Documents
di: Dasgupta, Sudip, et al.
Pubblicazione: (2025)

LemmaBench: A Live, Research-Level Benchmark to Evaluate LLM Capabilities in Mathematics
di: Peyronnet, Antoine, et al.
Pubblicazione: (2026)

DUALRec: A Hybrid Sequential and Language Model Framework for Context-Aware Movie Recommendation
di: Li, Yitong, et al.
Pubblicazione: (2025)

ICE: Intervention-Consistent Explanation Evaluation with Statistical Grounding for LLMs
di: Basu, Abhinaba, et al.
Pubblicazione: (2026)

Structure and Destructure: Dual Forces in the Making of Knowledge Engines
di: Chen, Yihong
Pubblicazione: (2025)

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

Recipient Profiling: Predicting Characteristics from Messages
di: Borquez, Martin, et al.
Pubblicazione: (2024)

Progressive Training for Explainable Citation-Grounded Dialogue: Reducing Hallucination to Zero in English-Hindi LLMs
di: Pandya, Vedant
Pubblicazione: (2026)

FARSIQA: Faithful and Advanced RAG System for Islamic Question Answering
di: Asl, Mohammad Aghajani, et al.
Pubblicazione: (2025)