semantic knowledge

Language Models Learn Constructional Semantics, Not To Mention Syntax: Investigating LM Understanding of Paired-Focus Constructions CoNLL 2026 Out-of-Distribution Detection with Positive and Negative Prompt Supervision Using Large Language Models AAAI 2026 Connecting Giants: Synergistic Knowledge Transfer of Large Multimodal Models for Few-Shot Learning IJCAI 2025 CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems ICCV 2025 Designing and Contextualising Probes for African Languages ACL 2025 Efficient Visual Place Recognition Through Multimodal Semantic Knowledge Integration ICCV 2025 Large Language Model Meets Graph Neural Network in Knowledge Distillation AAAI 2025 LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025 Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance ICLR 2025 Data-Free Generalized Zero-Shot Learning AAAI 2024 Enhancing Visual Continual Learning with Language-Guided Supervision CVPR 2024 Integrating Structural Semantic Knowledge for Enhanced Information Extraction Pre-training EMNLP 2024 Is Child-Directed Speech Effective Training Data for Language Models? EMNLP 2024 Open-Vocabulary Video Anomaly Detection CVPR 2024 The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing NAACL 2024 The Semantic Relations in LLMs: An Information-theoretic Compression Approach COLING 2024 Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-Hoc Retrieval AAAI 2024 Can Pretrained Language Models Derive Correct Semantics from Corrupt Subwords under Noise? ACL 2023 Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning AAAI 2023 Kiki or Bouba? Sound Symbolism in Vision-and-Language Models NeurIPS 2023 Navigation with Large Language Models: Semantic Guesswork as a Heuristic for Planning CoRL 2023 Plausibility Processing in Transformer Language Models: Focusing on the Role of Attention Heads in GPT EMNLP 2023 Semantic Guided Latent Parts Embedding for Few-Shot Learning WACV 2023 SememeASR: Boosting Performance of End-to-End Speech Recognition against Domain and Long-Tailed Data Shift with Sememe Semantic Knowledge Interspeech 2023 Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training EMNLP 2023