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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding
A Modular Multitask Reasoning Framework Integrating Spatio-temporal Models and LLMs
Towards Probabilistic Question Answering Over Tabular Data
Invocable APIs derived from NL2SQL datasets for LLM Tool-Calling Evaluation
Improving Personalized Search with Regularized Low-Rank Parameter Updates
MLVTG: Mamba-Based Feature Alignment and LLM-Driven Purification for Multi-Modal Video Temporal Grounding
Technical Report for Argoverse2 Scenario Mining Challenges on Iterative Error Correction and Spatially-Aware Prompting
SEED: Enhancing Text-to-SQL Performance and Practical Usability Through Automatic Evidence Generation
OSGNet @ Ego4D Episodic Memory Challenge 2025
DGMO: Training-Free Audio Source Separation through Diffusion-Guided Mask Optimization
DualMap: Online Open-Vocabulary Semantic Mapping for Natural Language Navigation in Dynamic Changing Scenes
ACCESS DENIED INC: The First Benchmark Environment for Sensitivity Awareness
A Graph-Retrieval-Augmented Generation Framework Enhances Decision-Making in the Circular Economy
MGS3: A Multi-Granularity Self-Supervised Code Search Framework
CoRet: Improved Retriever for Code Editing
RefAV: Towards Planning-Centric Scenario Mining
Text-Queried Audio Source Separation via Hierarchical Modeling
Complex System Diagnostics Using a Knowledge Graph-Informed and Large Language Model-Enhanced Framework
StreamLink: Large-Language-Model Driven Distributed Data Engineering System
Structuring the Unstructured: A Multi-Agent System for Extracting and Querying Financial KPIs and Guidance
DeCafNet: Delegate and Conquer for Efficient Temporal Grounding in Long Videos
LLM-Powered Agents for Navigating Venice's Historical Cadastre
CRAFT: Training-Free Cascaded Retrieval for Tabular QA
RAZER: Robust Accelerated Zero-Shot 3D Open-Vocabulary Panoptic Reconstruction with Spatio-Temporal Aggregation
Meta-Learning an In-Context Transformer Model of Human Higher Visual Cortex
Knowledge Graph Based Repository-Level Code Generation
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs
VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural Language
Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs
Grounding-MD: Grounded Video-language Pre-training for Open-World Moment Detection
Bridging the Semantic Gaps: Improving Medical VQA Consistency with LLM-Augmented Question Sets
FindAnything: Open-Vocabulary and Object-Centric Mapping for Robot Exploration in Any Environment
Automated Construction of a Knowledge Graph of Nuclear Fusion Energy for Effective Elicitation and Retrieval of Information
Zero-Shot Cross-Domain Code Search without Fine-Tuning
GeoRAG: A Question-Answering Approach from a Geographical Perspective
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