retrieval-augmented language model

Do Retrieval Augmented Language Models Know When They Don’t Know? AAAI 2026 All That Glitters is Not Gold: Improving Robust Retrieval-Augmented Language Models with Fact-Centric Preference Alignment ACL 2025 Improving Retrieval Augmented Language Model with Self-Reasoning AAAI 2025 Knowledge-Grounded Detection of Cryptocurrency Scams with Retrieval-Augmented LMs ACL 2025 Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency EMNLP 2025 Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models EMNLP 2025 Accelerating Iterative Retrieval-augmented Language Model Serving with Speculation ICML 2024 AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks? EMNLP 2024 A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NeurIPS 2024 Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation ICML 2024 BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models ICLR 2024 Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models EMNLP 2024 Coarse-to-Fine Highlighting: Reducing Knowledge Hallucination in Large Language Models ICML 2024 C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models ICML 2024 Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning ACL 2024 GrowOVER: How Can LLMs Adapt to Growing Real-World Knowledge? ACL 2024 Making Retrieval-Augmented Language Models Robust to Irrelevant Context ICLR 2024 Tug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models COLING 2024 Atlas: Few-shot Learning with Retrieval Augmented Language Models JMLR 2023 DUnE: Dataset for Unified Editing EMNLP 2023 kNN-LM Does Not Improve Open-ended Text Generation EMNLP 2023 On the Generalization Ability of Retrieval-Enhanced Transformers EACL 2023 RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling EMNLP 2023 Reimagining Retrieval Augmented Language Models for Answering Queries ACL 2023 Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models ACL 2023