{"total":32,"rows":[{"id":"2203.14680","title":"Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space","created":"2022-03-28","cited_by_count":532,"area":null},{"id":"2304.14767","title":"Dissecting Recall of Factual Associations in Auto-Regressive Language Models","created":"2023-04-28","cited_by_count":528,"area":null},{"id":"2204.06031","title":"A Review on Language Models as Knowledge Bases","created":"2022-04-12","cited_by_count":157,"area":null},{"id":"2210.03588","title":"Understanding Transformer Memorization Recall Through Idioms","created":"2022-10-07","cited_by_count":62,"area":null},{"id":"2403.18167","title":"Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations","created":"2024-03-27","cited_by_count":38,"area":null},{"id":"2310.16570","title":"Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models","created":"2023-10-25","cited_by_count":32,"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":"2312.02073","title":"A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia","created":"2023-12-04","cited_by_count":24,"area":null},{"id":"2303.07616","title":"The Life Cycle of Knowledge in Big Language Models: A Survey","created":"2023-03-14","cited_by_count":23,"area":null},{"id":"2310.03084","title":"Discovering Knowledge-Critical Subnetworks in Pretrained Language Models","created":"2023-10-04","cited_by_count":16,"area":null},{"id":"2408.03247","title":"Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons","created":"2024-08-06","cited_by_count":16,"area":null},{"id":"2210.16771","title":"Parameter-Efficient Tuning Makes a Good Classification Head","created":"2022-10-30","cited_by_count":15,"area":null},{"id":"2309.00254","title":"Why do universal adversarial attacks work on large language models?: Geometry might be the answer","created":"2023-09-01","cited_by_count":14,"area":null},{"id":"2301.11293","title":"Understanding Finetuning for Factual Knowledge Extraction from Language Models","created":"2023-01-26","cited_by_count":13,"area":null},{"id":"2502.19573","title":"Do Large Language Models Know How Much They Know?","created":"2025-02-26","cited_by_count":11,"area":null},{"id":"2205.03815","title":"Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence","created":"2022-05-08","cited_by_count":10,"area":null},{"id":"2209.15168","title":"Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification","created":"2022-09-30","cited_by_count":10,"area":null},{"id":"2312.00960","title":"The Cost of Compression: Investigating the Impact of Compression on Parametric Knowledge in Language Models","created":"2023-12-01","cited_by_count":9,"area":null},{"id":"2203.09306","title":"Finding Structural Knowledge in Multimodal-BERT","created":"2022-03-17","cited_by_count":7,"area":null},{"id":"2410.02499","title":"Defining Knowledge: Bridging Epistemology and Large Language Models","created":"2024-10-03","cited_by_count":7,"area":null},{"id":"2304.01597","title":"Unsupervised Improvement of Factual Knowledge in Language Models","created":"2023-04-04","cited_by_count":6,"area":null},{"id":"2310.15541","title":"Improving Language Models Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary","created":"2023-10-24","cited_by_count":4,"area":null},{"id":"2305.11564","title":"Decouple knowledge from parameters for plug-and-play language modeling","created":"2023-05-19","cited_by_count":3,"area":null},{"id":"2508.06030","title":"Efficient Knowledge Probing of Large Language Models by Adapting Pre-trained Embeddings","created":"2025-08-08","cited_by_count":3,"area":null},{"id":"2505.22120","title":"LoKI: Low-damage Knowledge Implanting of Large Language Models","created":"2025-05-28","cited_by_count":2,"area":null},{"id":"2112.11638","title":"Consistency and Coherence from Points of Contextual Similarity","created":"2021-12-22","cited_by_count":1,"area":null},{"id":"2504.18562","title":"Deep Learning with Pretrained 'Internal World' Layers: A Gemma 3-Based Modular Architecture for Wildfire Prediction","created":"2025-04-20","cited_by_count":1,"area":null},{"id":"2508.20944","title":"STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment","created":"2025-08-28","cited_by_count":1,"area":null},{"id":"2603.22665","title":"Improving LLM Final Representations with Inter-Layer Geometry","created":"2026-03-24","cited_by_count":1,"area":null},{"id":"2606.24841","title":"Matching Tasks to Objectives: Fine-Tuning and Prompt-Tuning Strategies for Encoder-Decoder Pre-trained Language Models","created":"2026-06-23","cited_by_count":1,"area":null},{"id":"2306.07185","title":"The Effect of Masking Strategies on Knowledge Retention by Language Models","created":"2023-06-12","cited_by_count":0,"area":null},{"id":"2602.09486","title":"Listen to the Layers: Mitigating Hallucinations with Inter-Layer Disagreement","created":"2026-02-10","cited_by_count":0,"area":null}],"next_cursor":null}