Imagen de Portada

BALM-TSF: Balanced Multimodal Alignment for LLM-Based Time Series Forecasting

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zhou, Shiqiao, Schöner, Holger, Lyu, Huanbo, Fouché, Edouard, Wang, Shuo
Formato:	Preprint
Publicado:	2025
Materias:	Artificial Intelligence Information Retrieval H.3; I.2
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Expanding Relevance Judgments for Medical Case-based Retrieval Task with Multimodal LLMs
por: Pires, Catarina, et al.
Publicado: (2025)

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

A Systematic Framework for Enterprise Knowledge Retrieval: Leveraging LLM-Generated Metadata to Enhance RAG Systems
por: Mishra, Pranav Pushkar, et al.
Publicado: (2025)

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

Deep Interest Mining for Intent-Enriched Semantic IDs in Multimodal Generative Recommendation
por: Zeng, Yangchen, et al.
Publicado: (2026)

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

RobustExplain: Evaluating Robustness of LLM-Based Explanation Agents for Recommendation
por: Zhang, Guilin, et al.
Publicado: (2026)

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

Scalable Transformer for High Dimensional Multivariate Time Series Forecasting
por: Zhou, Xin, et al.
Publicado: (2024)

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

Literature-Grounded Novelty Assessment of Scientific Ideas
por: Shahid, Simra, et al.
Publicado: (2025)

From Personalization to Prejudice: Bias and Discrimination in Memory-Enhanced AI Agents for Recruitment
por: Gharat, Himanshu, et al.
Publicado: (2025)

Explaining Group Recommendations via Counterfactuals
por: Stratigi, Maria, et al.
Publicado: (2026)

1$^{st}$ Place Solution of WWW 2025 EReL@MIR Workshop Multimodal CTR Prediction Challenge
por: Xu, Junwei, et al.
Publicado: (2025)

CogRec: A Cognitive Recommender Agent Fusing Large Language Models and Soar for Explainable Recommendation
por: Hu, Jiaxin, et al.
Publicado: (2025)

Pre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation
por: Severin, Nikita, et al.
Publicado: (2026)

WisPaper: Your AI Scholar Search Engine
por: Ju, Li, et al.
Publicado: (2025)

Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publications
por: Kommineni, Vamsi Krishna, et al.
Publicado: (2024)

FRAGATA: Semantic Retrieval of HPC Support Tickets via Hybrid RAG over 20 Years of Request Tracker History
por: Paramés-Estévez, Santiago, et al.
Publicado: (2026)

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

Exploring Information Retrieval Landscapes: An Investigation of a Novel Evaluation Techniques and Comparative Document Splitting Methods
por: Narimissa, Esmaeil, et al.
Publicado: (2024)

Evaluating the Effectiveness of Large Language Models in Automated News Article Summarization
por: Houamegni, Lionel Richy Panlap, et al.
Publicado: (2025)

Large Language Models for Relevance Judgment in Product Search
por: Mehrdad, Navid, et al.
Publicado: (2024)

Counterfactual Evaluation of Ads Ranking Models through Domain Adaptation
por: Radwan, Mohamed A., et al.
Publicado: (2024)

Peeling Back the Layers: An In-Depth Evaluation of Encoder Architectures in Neural News Recommenders
por: Iana, Andreea, et al.
Publicado: (2024)

GTR-Mamba: Geometry-to-Tangent Routing Mamba for Hyperbolic POI Recommendation
por: Li, Zhuoxuan, et al.
Publicado: (2025)

Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases
por: Yin, Hang, et al.
Publicado: (2024)

MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models
por: Li, Haoxuan, et al.
Publicado: (2024)

Whose Name Comes Up? III: Persona Prompting Effects in LLM-Based Scholar Recommendation
por: Sánchez-Guzmán, Annabella, et al.
Publicado: (2026)

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

TeroSeek: An AI-Powered Knowledge Base and Retrieval Generation Platform for Terpenoid Research
por: Kang, Xu, et al.
Publicado: (2025)

Mind the Gap: Aligning Knowledge Bases with User Needs to Enhance Mental Health Retrieval
por: Chan, Amanda, et al.
Publicado: (2025)

Enhancing Scientific Literature Chatbots with Retrieval-Augmented Generation: A Performance Evaluation of Vector and Graph-Based Systems
por: Ghanadian, Hamideh, et al.
Publicado: (2026)

SuperLocalMemory V3: Information-Geometric Foundations for Zero-LLM Enterprise Agent Memory
por: Bhardwaj, Varun Pratap
Publicado: (2026)

MDKeyChunker: Single-Call LLM Enrichment with Rolling Keys and Key-Based Restructuring for High-Accuracy RAG
por: Mangla, Bhavik
Publicado: (2026)

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

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

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

PRECEPT: Planning Resilience via Experience, Context Engineering & Probing Trajectories A Unified Framework for Test-Time Adaptation with Compositional Rule Learning and Pareto-Guided Prompt Evolution
por: Shahmansoori, Arash
Publicado: (2026)

SoccerRAG: Multimodal Soccer Information Retrieval via Natural Queries
por: Strand, Aleksander Theo, et al.
Publicado: (2024)