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natural language instruction

72 papers

Papers

10 Open Challenges Steering the Future of Vision-Language-Action Models AAAI 2026 AerialVLA: A Vision-Language-Action Model for Aerial Navigation with Online Dialogue AAAI 2026 ChartEditor: A Reinforcement Learning Framework for Robust Chart Editing AAAI 2026 MVP: Multiple View Prediction Improves GUI Grounding CVPR 2026 Open-Ended Instruction Realization with LLM-Enabled Multi-Planner Scheduling in Autonomous Vehicles CVPR 2026 SeqWalker: Sequential-Horizon Vision-and-Language Navigation with Hierarchical Planning AAAI 2026 UM-Text: A Unified Multimodal Model for Image Understanding and Visual Text Editing AAAI 2026 AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment ACL 2025 AMEX: Android Multi-annotation Expo Dataset for Mobile GUI Agents ACL 2025 CAD-GPT: Synthesising CAD Construction Sequence with Spatial Reasoning-Enhanced Multimodal LLMs AAAI 2025 IGD: Instructional Graphic Design with Multimodal Layer Generation ICCV 2025 Infer Human’s Intentions Before Following Natural Language Instructions AAAI 2025 Language-Conditioned Open-Vocabulary Mobile Manipulation with Pretrained Models IJCAI 2025 ScanEdit: Hierarchically-Guided Functional 3D Scan Editing ICCV 2025 Targeted control of fast prototyping through domain-specific interface ICML 2025 TeXpert: A Multi-Level Benchmark for Evaluating LaTeX Code Generation by LLMs ACL 2025 To Ask or Not to Ask? Detecting Absence of Information in Vision and Language Navigation WACV 2025 Empowering Large Language Models for Textual Data Augmentation ACL 2024 Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation CVPR 2024 GPTScore: Evaluate as You Desire NAACL 2024 InstructScene: Instruction-Driven 3D Indoor Scene Synthesis with Semantic Graph Prior ICLR 2024 Middle Code Prediction: Enhancing Code Generation for Uncommon Programming Languages in Robotics ACML 2024 RoboDreamer: Learning Compositional World Models for Robot Imagination ICML 2024 SAGE: Bridging Semantic and Actionable Parts for GEneralizable Articulated-Object Manipulation under Language Instructions RSS 2024 ShapeWalk: Compositional Shape Editing Through Language-Guided Chains CVPR 2024