{"total":13,"rows":[{"id":"2303.06562","title":"ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond","created":"2023-03-12","cited_by_count":39,"area":null},{"id":"2401.04301","title":"Setting the Record Straight on Transformer Oversmoothing","created":"2024-01-09","cited_by_count":21,"area":null},{"id":"2312.04234","title":"Graph Convolutions Enrich the Self-Attention in Transformers!","created":"2023-12-07","cited_by_count":11,"area":null},{"id":"2406.17969","title":"Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective","created":"2024-06-25","cited_by_count":10,"area":null},{"id":"2309.01943","title":"Extract-and-Adaptation Network for 3D Interacting Hand Mesh Recovery","created":"2023-09-05","cited_by_count":7,"area":null},{"id":"2410.15578","title":"Generalized Probabilistic Attention Mechanism in Transformers","created":"2024-10-21","cited_by_count":2,"area":null},{"id":"2306.11986","title":"Sequential Recommendation with Controllable Diversification: Representation Degeneration and Diversity","created":"2023-06-21","cited_by_count":1,"area":null},{"id":"2312.06182","title":"Why \"classic\" Transformers are shallow and how to make them go deep","created":"2023-12-11","cited_by_count":1,"area":null},{"id":"2511.20698","title":"On the Role of Hidden States of Modern Hopfield Network in Transformer","created":"2025-11-24","cited_by_count":1,"area":null},{"id":"2302.06198","title":"Distinguishability Calibration to In-Context Learning","created":"2023-02-13","cited_by_count":0,"area":null},{"id":"2304.03940","title":"Unsupervised Speech Representation Pooling Using Vector Quantization","created":"2023-04-08","cited_by_count":0,"area":null},{"id":"2410.23583","title":"BioNCERE: Non-Contrastive Enhancement For Relation Extraction In Biomedical Texts","created":"2024-10-31","cited_by_count":0,"area":null},{"id":"2608.09417","title":"Why Post-Norm Transformers Collapse: Attention Amplification and Gradient Repair Failure","created":"2026-08-10","cited_by_count":0,"area":null}],"next_cursor":null}