{"total":24,"rows":[{"id":"2407.07071","title":"Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps","created":"2024-07-09","cited_by_count":142,"area":null},{"id":"2406.02543","title":"To Believe or Not to Believe Your LLM","created":"2024-06-04","cited_by_count":120,"area":null},{"id":"2405.00208","title":"A Primer on the Inner Workings of Transformer-based Language Models","created":"2024-04-30","cited_by_count":85,"area":null},{"id":"2403.08946","title":"Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era","created":"2024-03-13","cited_by_count":46,"area":null},{"id":"2412.12472","title":"Knowledge Boundary of Large Language Models: A Survey","created":"2024-12-17","cited_by_count":40,"area":null},{"id":"2410.18860","title":"DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations","created":"2024-10-24","cited_by_count":25,"area":null},{"id":"2502.08767","title":"SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence","created":"2025-02-12","cited_by_count":18,"area":null},{"id":"2405.06545","title":"Mitigating Hallucinations in Large Language Models via Self-Refinement-Enhanced Knowledge Retrieval","created":"2024-05-10","cited_by_count":16,"area":null},{"id":"2510.01218","title":"Control the Temperature: Selective Sampling for Diverse and High-Quality LLM Outputs","created":"2025-09-20","cited_by_count":15,"area":null},{"id":"2505.23657","title":"Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation","created":"2025-05-29","cited_by_count":10,"area":null},{"id":"2502.03199","title":"Improve Decoding Factuality by Token-wise Cross Layer Entropy of Large Language Models","created":"2025-02-05","cited_by_count":7,"area":null},{"id":"2405.16552","title":"SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation","created":"2024-05-26","cited_by_count":5,"area":null},{"id":"2503.03149","title":"DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models","created":"2025-03-05","cited_by_count":3,"area":null},{"id":"2503.08963","title":"Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation","created":"2025-03-11","cited_by_count":3,"area":null},{"id":"2507.04404","title":"LayerCake: Token-Aware Contrastive Decoding within Large Language Model Layers","created":"2025-07-06","cited_by_count":3,"area":null},{"id":"2604.04743","title":"Hallucination Basins: A Dynamic Framework for Understanding and Controlling LLM Hallucinations","created":"2026-04-06","cited_by_count":2,"area":null},{"id":"2601.19245","title":"Beyond In-Domain Detection: SpikeScore for Cross-Domain Hallucination Detection","created":"2026-01-27","cited_by_count":1,"area":null},{"id":"2606.03022","title":"Hallucinations as Orthogonal Noise: Inference-Time Manifold Alignment via Dynamic Contextual Orthogonalization","created":"2026-06-02","cited_by_count":1,"area":null},{"id":"2406.05328","title":"FacLens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models","created":"2024-06-08","cited_by_count":0,"area":null},{"id":"2410.20340","title":"Maintaining Informative Coherence: Migrating Hallucinations in Large Language Models via Absorbing Markov Chains","created":"2024-10-27","cited_by_count":0,"area":null},{"id":"2502.07494","title":"URECA: The Chain of Two Minimum Set Cover Problems exists behind Adaptation to Shifts in Semantic Code Search","created":"2025-02-11","cited_by_count":0,"area":null},{"id":"2601.01401","title":"LANCET: Neural Intervention via Structural Entropy for Mitigating Faithfulness Hallucinations in LLMs","created":"2026-01-04","cited_by_count":0,"area":null},{"id":"2605.09492","title":"APCD: Adaptive Path-Contrastive Decoding for Reliable Large Language Model Generation","created":"2026-05-10","cited_by_count":0,"area":null},{"id":"2606.00819","title":"Mitigating Hallucinations in Large Language Models Via Decoder Layer Skipping","created":"2026-05-30","cited_by_count":0,"area":null}],"next_cursor":null}