Cover Image

PRISM: LLM-Guided Semantic Clustering for High-Precision Topics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Douglas, Connor, Balci, Utkucan, Aylett-Bullock, Joseph
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Computation and Language Information Retrieval Social and Information Networks H.3.1; H.3.3; I.2.6; I.2.7; I.5.3
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

What Matters in LLM-Based Feature Extractor for Recommender? A Systematic Analysis of Prompts, Models, and Adaptation
by: Shi, Kainan, et al.
Published: (2025)

LLM Reasoning for Cold-Start Item Recommendation
by: Li, Shijun, et al.
Published: (2025)

IMDMR: An Intelligent Multi-Dimensional Memory Retrieval System for Enhanced Conversational AI
by: Pawar, Tejas, et al.
Published: (2025)

DEUCE: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning
by: Guo, Jiaxin, et al.
Published: (2025)

FinQAPT: Empowering Financial Decisions with End-to-End LLM-driven Question Answering Pipeline
by: Singh, Kuldeep, et al.
Published: (2024)

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

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

Likert or Not: LLM Absolute Relevance Judgments on Fine-Grained Ordinal Scales
by: Godfrey, Charles, et al.
Published: (2025)

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

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

Uncovering the Limitations of Query Performance Prediction: Failures, Insights, and Implications for Selective Query Processing
by: Chifu, Adrian-Gabriel, 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)

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

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

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

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

Algorithmic Trust and Compliance: Benchmarking Brand Notability for UK iGaming Entities in Generative Search Engines
by: Oruesagasti, Julen
Published: (2026)

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

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

Optimizing open-domain question answering with graph-based retrieval augmented generation
by: Cahoon, Joyce, et al.
Published: (2025)

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)

LENS: A Staged Design for Interaction Granularityin Sequential CTR Prediction
by: Wang, Yuan, et al.
Published: (2026)

Beyond the Flat Sequence: Hierarchical and Preference-Aware Generative Recommendations
by: Chen, Zerui, et al.
Published: (2026)

Tensor Manifold-Based Graph-Vector Fusion for AI-Native Academic Literature Retrieval
by: Wei, Xing, et al.
Published: (2026)

Learning to Detect Relevant Contexts and Knowledge for Response Selection in Retrieval-based Dialogue Systems
by: Hua, Kai, et al.
Published: (2025)

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model
by: Choi, Sinnyum, et al.
Published: (2025)

PatenTEB: A Comprehensive Benchmark and Model Family for Patent Text Embedding
by: Ayaou, Iliass, et al.
Published: (2025)

Real-Time RAG for the Identification of Supply Chain Vulnerabilities
by: Ponnock, Jesse, et al.
Published: (2025)

Mind the Gap: A Generalized Approach for Cross-Modal Embedding Alignment
by: Yadav, Arihan, et al.
Published: (2024)

Diversification as Risk Minimization
by: Takehi, Rikiya, et al.
Published: (2025)

From Citation Selection to Citation Absorption: A Measurement Framework for Generative Engine Optimization Across AI Search Platforms
by: Kai, Zhang, et al.
Published: (2026)

MALTopic: Multi-Agent LLM Topic Modeling Framework
by: Sharma, Yash
Published: (2026)

HySemRAG: A Hybrid Semantic Retrieval-Augmented Generation Framework for Automated Literature Synthesis and Methodological Gap Analysis
by: Godinez, Alejandro
Published: (2025)

PerSoMed: A Large-Scale Balanced Dataset for Persian Social Media Text Classification
by: Chehreh, Isun, et al.
Published: (2026)

VOGUE: A Multimodal Dataset for Conversational Recommendation in Fashion
by: Guo, David, et al.
Published: (2025)

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

Smart ETL and LLM-based contents classification: the European Smart Tourism Tools Observatory experience
by: Cosme, Diogo, et al.
Published: (2024)

SPARTA: Scalable and Principled Benchmark of Tree-Structured Multi-hop QA over Text and Tables
by: Park, Sungho, et al.
Published: (2026)

ComplianceNLP: Knowledge-Graph-Augmented RAG for Multi-Framework Regulatory Gap Detection
by: Guo, Dongxin, et al.
Published: (2026)

SERP Interference Network and Its Applications in Search Advertising
by: Jain, Purak, et al.
Published: (2025)