contextual knowledge

Enhancing Retrieval-Augmented Large Vision Language Models via Knowledge Conflict Mitigation AAAI 2026 Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models AAAI 2026 Continuously Steering LLMs Sensitivity to Contextual Knowledge with Proxy Models EMNLP 2025 Estimating Privacy Leakage of Augmented Contextual Knowledge in Language Models ACL 2025 Exploiting Contextual Knowledge in LLMs through 𝒱-usable Information based Layer Enhancement ACL 2025 FSTLLM: Spatio-Temporal LLM for Few Shot Time Series Forecasting ICML 2025 Learning to Prompt with Text Only Supervision for Vision-Language Models AAAI 2025 Massive Values in Self-Attention Modules are the Key to Contextual Knowledge Understanding ICML 2025 Self-Updatable Large Language Models by Integrating Context into Model Parameters ICLR 2025 Taming Knowledge Conflicts in Language Models ICML 2025 When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models EMNLP 2025 When to Speak, When to Abstain: Contrastive Decoding with Abstention ACL 2025 Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts EMNLP 2024 Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models ACL 2024 Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint ACL 2024 Knowledge Conflicts for LLMs: A Survey EMNLP 2024 Probing Language Models on Their Knowledge Source EMNLP 2024 Robust and Scalable Model Editing for Large Language Models COLING 2024 When Context Leads but Parametric Memory Follows in Large Language Models EMNLP 2024 CLICK: Contrastive Learning for Injecting Contextual Knowledge to Conversational Recommender System EACL 2023 COMET-M: Reasoning about Multiple Events in Complex Sentences EMNLP 2023 Contextual Knowledge Learning for Dialogue Generation ACL 2023 DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering ACL 2023 Learning to reason about contextual knowledge for planning under uncertainty UAI 2023 Robust Integration of Contextual Information for Cross-Target Stance Detection ACL 2023