semantic understanding

SGDiff: Scene Graph Guided Diffusion Model for Image Collaborative SegCaptioning AAAI 2025 SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models CVPR 2025 Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks ACL 2025 SpatialSplat: Efficient Semantic 3D from Sparse Unposed Images ICCV 2025 TDCSA: LLM-Guided Top-Down Approach for Robust Citation Sentiment Analysis ACL 2025 Tooka-SBERT: Lightweight Sentence Embedding models for Persian IJCNLP 2025 Understanding How CodeLLMs (Mis)Predict Types with Activation Steering EMNLP 2025 Unpacking Let Alone: Human-Scale Models Generalize to a Rare Construction in Form but not Meaning EMNLP 2025 Vision-Language Models Do Not Understand Negation CVPR 2025 Visual Chronicles: Using Multimodal LLMs to Analyze Massive Collections of Images ICCV 2025 VLMs-Guided Representation Distillation for Efficient Vision-Based Reinforcement Learning CVPR 2025 What can Large Language Models Capture about Code Functional Equivalence? NAACL 2025 Analyzing the Understanding of Morphologically Complex Words in Large Language Models COLING 2024 ARM: An Alignment-and-Replacement Module for Chinese Spelling Check Based on LLMs EMNLP 2024 A Two-Agent Game for Zero-shot Relation Triplet Extraction ACL 2024 Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study EMNLP 2024 Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders ACL 2024 Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis CVPR 2024 Context Matters: Enhancing Metaphor Recognition in Proverbs COLING 2024 CoSeR: Bridging Image and Language for Cognitive Super-Resolution CVPR 2024 Demonstrating Event-Triggered Investigation and Sample Collection for Human Scientists using Field Robots and Large Foundation Models RSS 2024 Do Pre-Trained Language Models Detect and Understand Semantic Underspecification? Ask the DUST! ACL 2024 HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation CVPR 2024 Improving Large Language Models in Event Relation Logical Prediction ACL 2024 Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don’t mimic the full human distribution EMNLP 2024