The geometry of BERT
Fuente:
arXiv
Guardado en:
| Autores principales: | Bonino, Matteo, Ghione, Giorgia, Cirrincione, Giansalvo |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Rank, Head-Channel Non-Identifiability, and Symmetry Breaking: A Precise Analysis of Representational Collapse in Transformers
por: Cirrincione, Giansalvo
Publicado: (2026)
por: Cirrincione, Giansalvo
Publicado: (2026)
On the Geometry of Positional Encodings in Transformers
por: Cirrincione, Giansalvo
Publicado: (2026)
por: Cirrincione, Giansalvo
Publicado: (2026)
DDCL: Deep Dual Competitive Learning: A Differentiable End-to-End Framework for Unsupervised Prototype-Based Representation Learning
por: Cirrincione, Giansalvo
Publicado: (2026)
por: Cirrincione, Giansalvo
Publicado: (2026)
DDCL-INCRT: A Self-Organising Transformer with Hierarchical Prototype Structure (Theoretical Foundations)
por: Cirrincione, Giansalvo
Publicado: (2026)
por: Cirrincione, Giansalvo
Publicado: (2026)
INCRT: An Incremental Transformer That Determines Its Own Architecture
por: Cirrincione, Giansalvo
Publicado: (2026)
por: Cirrincione, Giansalvo
Publicado: (2026)
Hierarchical Kernel Transformer: Multi-Scale Attention with an Information-Theoretic Approximation Analysis
por: Cirrincione, Giansalvo
Publicado: (2026)
por: Cirrincione, Giansalvo
Publicado: (2026)
Learned Lyapunov Shielding for Adaptive Control
por: Cirrincione, Giansalvo, et al.
Publicado: (2026)
por: Cirrincione, Giansalvo, et al.
Publicado: (2026)
Temporal Attention for Adaptive Control of Euler-Lagrange Systems with Unobservable Memory
por: Cirrincione, Giansalvo, et al.
Publicado: (2026)
por: Cirrincione, Giansalvo, et al.
Publicado: (2026)
Collapse-Free Prototype Readout Layer for Transformer Encoders
por: Cirrincione, Giansalvo, et al.
Publicado: (2026)
por: Cirrincione, Giansalvo, et al.
Publicado: (2026)
TimesBERT: A BERT-Style Foundation Model for Time Series Understanding
por: Zhang, Haoran, et al.
Publicado: (2025)
por: Zhang, Haoran, et al.
Publicado: (2025)
GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction
por: Miao, Yuwei, et al.
Publicado: (2025)
por: Miao, Yuwei, et al.
Publicado: (2025)
Task structure and nonlinearity jointly determine learned representational geometry
por: Alleman, Matteo, et al.
Publicado: (2024)
por: Alleman, Matteo, et al.
Publicado: (2024)
FlowBERT: Prompt-tuned BERT for variable flow field prediction
por: Zou, Weihao, et al.
Publicado: (2025)
por: Zou, Weihao, et al.
Publicado: (2025)
BarcodeBERT: Transformers for Biodiversity Analysis
por: Arias, Pablo Millan, et al.
Publicado: (2023)
por: Arias, Pablo Millan, et al.
Publicado: (2023)
Learning Complex Physical Regimes via Coverage-oriented Uncertainty Quantification: An application to the Critical Heat Flux
por: Cazzola, Michele, et al.
Publicado: (2026)
por: Cazzola, Michele, et al.
Publicado: (2026)
On Feasible Rewards in Multi-Agent Inverse Reinforcement Learning
por: Freihaut, Till, et al.
Publicado: (2024)
por: Freihaut, Till, et al.
Publicado: (2024)
MaxPoolBERT: Enhancing BERT Classification via Layer- and Token-Wise Aggregation
por: Behrendt, Maike, et al.
Publicado: (2025)
por: Behrendt, Maike, et al.
Publicado: (2025)
DE$^3$-BERT: Distance-Enhanced Early Exiting for BERT based on Prototypical Networks
por: He, Jianing, et al.
Publicado: (2024)
por: He, Jianing, et al.
Publicado: (2024)
An investigation of structures responsible for gender bias in BERT and DistilBERT
por: Leteno, Thibaud, et al.
Publicado: (2024)
por: Leteno, Thibaud, et al.
Publicado: (2024)
Spam Detection Using BERT
por: Sahmoud, Thaer, et al.
Publicado: (2022)
por: Sahmoud, Thaer, et al.
Publicado: (2022)
MenakBERT -- Hebrew Diacriticizer
por: Cohen, Ido, et al.
Publicado: (2024)
por: Cohen, Ido, et al.
Publicado: (2024)
Empowering Interdisciplinary Research with BERT-Based Models: An Approach Through SciBERT-CNN with Topic Modeling
por: Likhareva, Darya, et al.
Publicado: (2024)
por: Likhareva, Darya, et al.
Publicado: (2024)
TREB: a BERT attempt for imputing tabular data imputation
por: Wang, Shuyue, et al.
Publicado: (2024)
por: Wang, Shuyue, et al.
Publicado: (2024)
Privacy-Preserving Inference for Quantized BERT Models
por: Lu, Tianpei, et al.
Publicado: (2025)
por: Lu, Tianpei, et al.
Publicado: (2025)
Energy and Carbon Considerations of Fine-Tuning BERT
por: Wang, Xiaorong, et al.
Publicado: (2023)
por: Wang, Xiaorong, et al.
Publicado: (2023)
MedicalBERT: enhancing biomedical natural language processing using pretrained BERT-based model
por: Reddy, K. Sahit, et al.
Publicado: (2025)
por: Reddy, K. Sahit, et al.
Publicado: (2025)
LegalPro-BERT: Classification of Legal Provisions by fine-tuning BERT Large Language Model
por: Tewari, Amit
Publicado: (2024)
por: Tewari, Amit
Publicado: (2024)
MelHuBERT: A simplified HuBERT on Mel spectrograms
por: Lin, Tzu-Quan, et al.
Publicado: (2022)
por: Lin, Tzu-Quan, et al.
Publicado: (2022)
RoboBERT: An End-to-end Multimodal Robotic Manipulation Model
por: Wang, Sicheng, et al.
Publicado: (2025)
por: Wang, Sicheng, et al.
Publicado: (2025)
From BERT to Qwen: Hate Detection across architectures
por: Mon, Ariadna, et al.
Publicado: (2025)
por: Mon, Ariadna, et al.
Publicado: (2025)
A Contextualized BERT model for Knowledge Graph Completion
por: Gul, Haji, et al.
Publicado: (2024)
por: Gul, Haji, et al.
Publicado: (2024)
Weight-Inherited Distillation for Task-Agnostic BERT Compression
por: Wu, Taiqiang, et al.
Publicado: (2023)
por: Wu, Taiqiang, et al.
Publicado: (2023)
GottBERT: a pure German Language Model
por: Scheible, Raphael, et al.
Publicado: (2020)
por: Scheible, Raphael, et al.
Publicado: (2020)
MCUBERT: Memory-Efficient BERT Inference on Commodity Microcontrollers
por: Yang, Zebin, et al.
Publicado: (2024)
por: Yang, Zebin, et al.
Publicado: (2024)
Sarcasm Detection in Tweets with BERT and GloVe Embeddings
por: Khatri, Akshay, et al.
Publicado: (2020)
por: Khatri, Akshay, et al.
Publicado: (2020)
CEEBERT: Cross-Domain Inference in Early Exit BERT
por: Bajpai, Divya Jyoti, et al.
Publicado: (2024)
por: Bajpai, Divya Jyoti, et al.
Publicado: (2024)
BERT Learns (and Teaches) Chemistry
por: Payne, Josh, et al.
Publicado: (2020)
por: Payne, Josh, et al.
Publicado: (2020)
HELM-BERT: A Transformer for Medium-sized Peptide Property Prediction
por: Lee, Seungeon, et al.
Publicado: (2025)
por: Lee, Seungeon, et al.
Publicado: (2025)
Modules 1 and 2 of The Orchard Framework - May 2026 Iteration - Mathematical Formalism - with minimal alignment geometry
por: ASHER, KIMBERLEY LAVERNE
Publicado: (2026)
por: ASHER, KIMBERLEY LAVERNE
Publicado: (2026)
Enhancing TinyBERT for Financial Sentiment Analysis Using GPT-Augmented FinBERT Distillation
por: Thomas, Graison Jos
Publicado: (2024)
por: Thomas, Graison Jos
Publicado: (2024)
Ejemplares similares
-
Rank, Head-Channel Non-Identifiability, and Symmetry Breaking: A Precise Analysis of Representational Collapse in Transformers
por: Cirrincione, Giansalvo
Publicado: (2026) -
On the Geometry of Positional Encodings in Transformers
por: Cirrincione, Giansalvo
Publicado: (2026) -
DDCL: Deep Dual Competitive Learning: A Differentiable End-to-End Framework for Unsupervised Prototype-Based Representation Learning
por: Cirrincione, Giansalvo
Publicado: (2026) -
DDCL-INCRT: A Self-Organising Transformer with Hierarchical Prototype Structure (Theoretical Foundations)
por: Cirrincione, Giansalvo
Publicado: (2026) -
INCRT: An Incremental Transformer That Determines Its Own Architecture
por: Cirrincione, Giansalvo
Publicado: (2026)