semantic representation

Fine-Tuning Encoder-Decoder Models with Contrastive Learning for In-Context Distractor Generation EMNLP 2025 Frequency-Semantic Enhanced Variational Autoencoder for Zero-Shot Skeleton-based Action Recognition ICCV 2025 From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing EMNLP 2025 From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025 Generating Text from Uniform Meaning Representation IJCNLP 2025 GLEAM: Learning Generalizable Exploration Policy for Active Mapping in Complex 3D Indoor Scene ICCV 2025 GPT4AMR: Does LLM-based Paraphrasing Improve AMR-to-text Generation Fluency? EMNLP 2025 HierGR: Hierarchical Semantic Representation Enhancement for Generative Retrieval in Food Delivery Search ACL 2025 Holistic Semantic Representation for Navigational Trajectory Generation AAAI 2025 How LLMs Comprehend Temporal Meaning in Narratives: A Case Study in Cognitive Evaluation of LLMs ACL 2025 How Much Do Encoder Models Know About Word Senses? ACL 2025 How Sememic Components Can Benefit Link Prediction for Lexico-Semantic Knowledge Graphs? EMNLP 2025 Imagine: Image-Guided 3D Part Assembly with Structure Knowledge Graph AAAI 2025 Incorporating Domain Knowledge into Materials Tokenization ACL 2025 Indian Grammatical Tradition-Inspired Universal Semantic Representation Bank (USR Bank 1.0) AACL 2025 InstanceGaussian: Appearance-Semantic Joint Gaussian Representation for 3D Instance-Level Perception CVPR 2025 Introducing Graph Context into Language Models through Parameter-Efficient Fine-Tuning for Lexical Relation Mining ACL 2025 Is CLIP ideal? No. Can we fix it? Yes! ICCV 2025 Label Bias in Symbolic Representation of Meaning ACL 2025 Language-Guided Image Tokenization for Generation CVPR 2025 Large Language Models Encode Semantics and Alignment in Linearly Separable Representations IJCNLP 2025 Learning Concept Prerequisite Relation via Global Knowledge Relation Optimization AAAI 2025 LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation AAAI 2025 Media of Langue: Exploring Word Translation Network NAACL 2025 MemInsight: Autonomous Memory Augmentation for LLM Agents EMNLP 2025