{"total":53,"rows":[{"id":"2410.04010","title":"Hyperbolic Fine-Tuning for Large Language Models","created":"2024-10-05","cited_by_count":27,"area":null},{"id":"2404.07647","title":"Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck","created":"2024-04-11","cited_by_count":21,"area":null},{"id":"2301.11975","title":"Byte Pair Encoding for Symbolic Music","created":"2023-01-27","cited_by_count":19,"area":null},{"id":"2410.08113","title":"Robust AI-Generated Text Detection by Restricted Embeddings","created":"2024-10-10","cited_by_count":18,"area":null},{"id":"2306.00458","title":"Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity","created":"2023-06-01","cited_by_count":17,"area":null},{"id":"2310.17715","title":"Outlier Dimensions Encode Task-Specific Knowledge","created":"2023-10-26","cited_by_count":15,"area":null},{"id":"2303.09128","title":"Exploring Distributional Shifts in Large Language Models for Code Analysis","created":"2023-03-16","cited_by_count":14,"area":null},{"id":"2406.09200","title":"Orthogonality and isotropy of speaker and phonetic information in self-supervised speech representations","created":"2024-06-13","cited_by_count":14,"area":null},{"id":"2305.19358","title":"Stable Anisotropic Regularization","created":"2023-05-30","cited_by_count":12,"area":null},{"id":"2405.14880","title":"Dissecting Query-Key Interaction in Vision Transformers","created":"2024-04-04","cited_by_count":12,"area":null},{"id":"2506.01435","title":"Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings","created":"2025-06-02","cited_by_count":11,"area":null},{"id":"2402.00024","title":"Can Large Language Models Understand Molecules?","created":"2024-01-05","cited_by_count":10,"area":null},{"id":"2508.17744","title":"Randomly Removing 50% of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks","created":"2025-08-25","cited_by_count":8,"area":null},{"id":"2210.05098","title":"IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces","created":"2022-10-11","cited_by_count":7,"area":null},{"id":"2408.08073","title":"Extracting Sentence Embeddings from Pretrained Transformer Models","created":"2024-08-15","cited_by_count":7,"area":null},{"id":"2204.06457","title":"The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer","created":"2022-04-13","cited_by_count":5,"area":null},{"id":"2406.15035","title":"Improving Interpretability and Robustness for the Detection of AI-Generated Images","created":"2024-06-21","cited_by_count":5,"area":null},{"id":"2511.22150","title":"From Topology to Retrieval: Decoding Embedding Spaces with Unified Signatures","created":"2025-11-27","cited_by_count":5,"area":null},{"id":"2402.03191","title":"Isotropy, Clusters, and Classifiers","created":"2024-02-05","cited_by_count":4,"area":null},{"id":"2502.08441","title":"Better Embeddings with Coupled Adam","created":"2025-02-12","cited_by_count":4,"area":null},{"id":"2301.03012","title":"Analyzing the Representational Geometry of Acoustic Word Embeddings","created":"2023-01-08","cited_by_count":3,"area":null},{"id":"2411.00680","title":"Zipfian Whitening","created":"2024-11-01","cited_by_count":3,"area":null},{"id":"2602.20433","title":"Disentangling Geometry, Performance, and Training in Language Models","created":"2026-02-24","cited_by_count":3,"area":null},{"id":"2604.08764","title":"Revisiting Anisotropy in Language Transformers: The Geometry of Learning Dynamics","created":"2026-04-09","cited_by_count":3,"area":null},{"id":"2505.17793","title":"Compression Hacking: A Supplementary Perspective on Informatics Properties of Language Models from Geometric Distortion","created":"2025-05-23","cited_by_count":2,"area":null},{"id":"2507.05006","title":"Do We Really Need Specialization? Evaluating Generalist Text Embeddings for Zero-Shot Recommendation and Search","created":"2025-07-07","cited_by_count":2,"area":null},{"id":"2509.24895","title":"Towards Understanding the Shape of Representations in Protein Language Models","created":"2025-09-29","cited_by_count":2,"area":null},{"id":"2308.08774","title":"Differential Privacy, Linguistic Fairness, and Training Data Influence: Impossibility and Possibility Theorems for Multilingual Language Models","created":"2023-08-17","cited_by_count":1,"area":null},{"id":"2406.12159","title":"Exploring the Impact of a Transformer's Latent Space Geometry on Downstream Task Performance","created":"2024-06-18","cited_by_count":1,"area":null},{"id":"2406.12336","title":"Investigating Distributions of Telecom Adapted Sentence Embeddings for Document Retrieval","created":"2024-06-18","cited_by_count":1,"area":null},{"id":"2407.12886","title":"Whitening Not Recommended for Classification Tasks in LLMs","created":"2024-07-16","cited_by_count":1,"area":null},{"id":"2604.26984","title":"Monitoring Neural Training with Topology: A Footprint-Predictable Collapse Index","created":"2026-04-28","cited_by_count":1,"area":null},{"id":"2305.14230","title":"Exploring Representational Disparities Between Multilingual and Bilingual Translation Models","created":"2023-05-23","cited_by_count":0,"area":null},{"id":"2510.01335","title":"HomID : Benchmarking Intrinsic Dimension Estimators on Homogenous Manifolds with Anisotropic Embeddings","created":"2025-10-01","cited_by_count":0,"area":null},{"id":"2601.11427","title":"Isotropy-Optimized Contrastive Learning for Semantic Course Recommendation","created":"2026-01-16","cited_by_count":0,"area":null},{"id":"2602.05035","title":"Capacity Constraints and the Multilingual Penalty for Lexical Disambiguation","created":"2026-02-04","cited_by_count":0,"area":null},{"id":"2602.06586","title":"Degradation of Feature Space in Continual Learning","created":"2026-02-06","cited_by_count":0,"area":null},{"id":"2603.19460","title":"GeoLAN: Geometric Learning of Latent Explanatory Directions in Large Language Models","created":"2026-03-19","cited_by_count":0,"area":null},{"id":"2604.14815","title":"Continued Pretraining of FinBERT on Finnish Histopathological Reports: Train-Time Signals and Proxy Downstream Correlations","created":"2026-04-16","cited_by_count":0,"area":null},{"id":"2604.16576","title":"On the Robustness of LLM-Based Dense Retrievers: A Systematic Analysis of Generalizability and Stability","created":"2026-04-17","cited_by_count":0,"area":null},{"id":"2604.17257","title":"REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning","created":"2026-04-19","cited_by_count":0,"area":null},{"id":"2604.17344","title":"FLARE: Task-agnostic embedding model evaluation through a normalization process","created":"2026-04-19","cited_by_count":0,"area":null},{"id":"2604.23733","title":"Multimodal QUD: Inquisitive Questions from Scientific Figures","created":"2026-04-26","cited_by_count":0,"area":null},{"id":"2605.22223","title":"How Many Different Outputs Can a Transformer Generate?","created":"2026-05-21","cited_by_count":0,"area":null},{"id":"2606.29571","title":"Anisotropy Decides Cosine vs. Rank Metrics for Text Embeddings","created":"2026-06-28","cited_by_count":0,"area":null},{"id":"2608.00828","title":"Isotropy Cliffs: The Geometric Signature of Decision-Making in Large Language Models","created":"2026-08-01","cited_by_count":0,"area":null},{"id":"2608.01968","title":"ChaosProbe: A Neurochaotic Lens on Frozen Transformer Input-Embedding Spaces","created":"2026-08-03","cited_by_count":0,"area":null},{"id":"2608.23358","title":"The Geometry of Low-Resource Language Representations","created":"2026-08-24","cited_by_count":0,"area":null},{"id":"2608.29702","title":"A Hub of Short Rows Inflates Intrinsic Dimension Estimation of Token Embeddings","created":"2026-08-30","cited_by_count":0,"area":null},{"id":"2609.04819","title":"A Systematic Comparison of Multilingual Interpretability Methods Reveals Anisotropy-Driven Failures","created":"2026-09-04","cited_by_count":0,"area":null},{"id":"2609.08692","title":"Global Divergence, Local Convergence: Representation Geometry in SSMs and Transformers","created":"2026-09-08","cited_by_count":0,"area":"ssm"},{"id":"2609.29445","title":"Two Emojis of Difference: What Multilingual Affective Generation Benchmarks Actually Measure","created":"2026-09-24","cited_by_count":0,"area":null},{"id":"2610.16547","title":"Know Yourself and Know Your Neighbour: A Syntactically Informed Self-Supervised Compositional Sentence Representation Learning Framework using a Recursive Hypernetwork","created":"2026-10-12","cited_by_count":0,"area":null}],"next_cursor":null}