parametric knowledge

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 Where is the answer? An empirical study of positional bias for parametric knowledge extraction in language model NAACL 2025 You Only Read Once (YORO): Learning to Internalize Database Knowledge for Text-to-SQL NAACL 2025 Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities EMNLP 2024 A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia ACL 2024 ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models EMNLP 2024 Correcting Language Model Outputs by Editing Salient Layers EACL 2024 Crafting In-context Examples according to LMs’ Parametric Knowledge NAACL 2024 Desiderata For The Context Use Of Question Answering Systems EACL 2024 Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint ACL 2024 Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering ACL 2024 IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons NeurIPS 2024 Knowledge Conflicts for LLMs: A Survey EMNLP 2024 Knowledge Mechanisms in Large Language Models: A Survey and Perspective EMNLP 2024 Mitigating Hallucination in Fictional Character Role-Play EMNLP 2024 Probing Language Models on Their Knowledge Source EMNLP 2024 Revealing the Parametric Knowledge of Language Models: A Unified Framework for Attribution Methods ACL 2024 Robust and Scalable Model Editing for Large Language Models COLING 2024 Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning ICML 2024 Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons EMNLP 2024 When Context Leads but Parametric Memory Follows in Large Language Models EMNLP 2024 Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization EMNLP 2023 DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering ACL 2023 Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023