conftrace_

semantic knowledge

80 papers

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Co-occurring keywords

zero-shot learning (3650) pre-trained language model (1515) representation learning (6206) language model (4599) neural network (6616) word embedding (1764) syntactic knowledge (44) few-shot learning (3398) knowledge graph (1837) vision-language model (2348)

Papers

Out-of-Distribution Detection with Positive and Negative Prompt Supervision Using Large Language Models AAAI 2026
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems 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
Designing and Contextualising Probes for African Languages ACL 2025
Connecting Giants: Synergistic Knowledge Transfer of Large Multimodal Models for Few-Shot Learning IJCAI 2025
Efficient Visual Place Recognition Through Multimodal Semantic Knowledge Integration ICCV 2025
Open-Vocabulary Video Anomaly Detection CVPR 2024
Data-Free Generalized Zero-Shot Learning AAAI 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
Enhancing Visual Continual Learning with Language-Guided Supervision CVPR 2024
The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing NAACL 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
Waffling Around for Performance: Visual Classification with Random Words and Broad Concepts ICCV 2023
SememeASR: Boosting Performance of End-to-End Speech Recognition against Domain and Long-Tailed Data Shift with Sememe Semantic Knowledge INTERSPEECH 2023
Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance? EMNLP 2023
Toward Re-Identifying Any Animal NIPS 2023
Semantic Guided Latent Parts Embedding for Few-Shot Learning WACV 2023
The Benefits of Label-Description Training for Zero-Shot Text Classification EMNLP 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
Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training EMNLP 2023
Can Pretrained Language Models Derive Correct Semantics from Corrupt Subwords under Noise? ACL 2023