Cover Image

From Text to Forecasts: Bridging Modality Gap with Temporal Evolution Semantic Space

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Lehui, Wang, Yuyao, Yan, Jisheng, Zhang, Wei, Deng, Jinliang, Sun, Haoliang, Han, Zhongyi, Gong, Yongshun
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Bridging the Semantic Gap: Contrastive Rewards for Multilingual Text-to-SQL with GRPO
by: Kattamuri, Ashish, et al.
Published: (2025)

Distributed Multi-Layer Editing for Rule-Level Knowledge in Large Language Models
by: Wang, Yating, et al.
Published: (2026)

RePST: Language Model Empowered Spatio-Temporal Forecasting via Semantic-Oriented Reprogramming
by: Wang, Hao, et al.
Published: (2024)

Deceiving Question-Answering Models: A Hybrid Word-Level Adversarial Approach
by: Li, Jiyao, et al.
Published: (2024)

Bridging the Missing-Modality Gap: Improving Text-Only Calibration of Vision Language Models
by: Kim, Mingyeong, et al.
Published: (2026)

Text-Printed Image: Bridging the Image-Text Modality Gap for Text-centric Training of Large Vision-Language Models
by: Yamabe, Shojiro, et al.
Published: (2025)

Diffusion-Link: Diffusion Probabilistic Model for Bridging the Audio-Text Modality Gap
by: Nam, KiHyun, et al.
Published: (2025)

Medchain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive Sequence
by: Liu, Jie, et al.
Published: (2024)

Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models
by: Xiang, Bajian, et al.
Published: (2025)

From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MARKERGEN
by: Yuan, Peiwen, et al.
Published: (2025)

Adapting LLMs to Time Series Forecasting via Temporal Heterogeneity Modeling and Semantic Alignment
by: Sun, Yanru, et al.
Published: (2025)

Bridging the Gap between Different Vocabularies for LLM Ensemble
by: Xu, Yangyifan, et al.
Published: (2024)

COMET: Concept Space Dissection of the Modality Gap in Audio-Text Multimodal Contrastive Embeddings
by: Zhu, Yonggang, et al.
Published: (2026)

Enhancing Coreference Resolution with Pretrained Language Models: Bridging the Gap Between Syntax and Semantics
by: Liu, Xingzu, et al.
Published: (2025)

DeepResearch-Slice: Bridging the Retrieval-Utilization Gap via Explicit Text Slicing
by: Lu, Shuo, et al.
Published: (2025)

Revealing the Numeracy Gap: An Empirical Investigation of Text Embedding Models
by: Deng, Ningyuan, et al.
Published: (2025)

Bridging the Data Gap: Creating a Hindi Text Summarization Dataset from the English XSUM
by: Katwe, Praveenkumar, et al.
Published: (2026)

SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging
by: Pourreza, Mohammadreza, et al.
Published: (2024)

Bridging the Semantic Gap for Categorical Data Clustering via Large Language Models
by: Yang, Zihua, et al.
Published: (2026)

Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models
by: Zhang, Siwei, et al.
Published: (2025)

What Papers Don't Tell You: Recovering Tacit Knowledge for Automated Paper Reproduction
by: Li, Lehui, et al.
Published: (2026)

Bridging the 2D-3D Gap: A Hierarchical Semantic-Geometric Map for Vision Language Navigation
by: Li, Kailing, et al.
Published: (2026)

Bridging the Data Provenance Gap Across Text, Speech and Video
by: Longpre, Shayne, et al.
Published: (2024)

ActMem: Bridging the Gap Between Memory Retrieval and Reasoning in LLM Agents
by: Zhang, Xiaohui, et al.
Published: (2026)

How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model
by: Song, Shezheng, et al.
Published: (2023)

LLMs for Mathematical Modeling: Towards Bridging the Gap between Natural and Mathematical Languages
by: Huang, Xuhan, et al.
Published: (2024)

JADE: Bridging the Strategic-Operational Gap in Dynamic Agentic RAG
by: Chen, Yiqun, et al.
Published: (2026)

Adaptive Segment-level Reward: Bridging the Gap Between Action and Reward Space in Alignment
by: Li, Yanshi, et al.
Published: (2024)

IPAD: Inverse Prompt for AI Detection - A Robust and Interpretable LLM-Generated Text Detector
by: Chen, Zheng, et al.
Published: (2025)

Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning
by: Xu, Haolei, et al.
Published: (2025)

Bridging Human and LLM Judgments: Understanding and Narrowing the Gap
by: Polo, Felipe Maia, et al.
Published: (2025)

GRAIL: A Deep-Granularity Hybrid Resonance Framework for Real-Time Agent Discovery via SLM-Enhanced Indexing
by: Xu, Jinliang
Published: (2026)

Beyond Semantics: How Temporal Biases Shape Retrieval in Transformer and State-Space Models
by: Bajaj, Anooshka, et al.
Published: (2025)

Handling Ontology Gaps in Semantic Parsing
by: Bacciu, Andrea, et al.
Published: (2024)

Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
by: Xu, Wenda, et al.
Published: (2024)

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR
by: Jeon, Jangyeong, et al.
Published: (2024)

Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning
by: Jiang, Chen, et al.
Published: (2023)

PhaseFormer: From Patches to Phases for Efficient and Effective Time Series Forecasting
by: Niu, Yiming, et al.
Published: (2025)

DSDL: Data Set Description Language for Bridging Modalities and Tasks in AI Data
by: Wang, Bin, et al.
Published: (2024)

VisTIRA: Closing the Image-Text Modality Gap in Visual Math Reasoning via Structured Tool Integration
by: Khaki, Saeed, et al.
Published: (2026)