ParaRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Danieli, Federico, Rodriguez, Pau, Sarabia, Miguel, Suau, Xavier, Zappella, Luca |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining
by: Mitchell, Rupert, et al.
Published: (2025)
by: Mitchell, Rupert, et al.
Published: (2025)
Stealth edits to large language models
by: Sutton, Oliver J., et al.
Published: (2024)
by: Sutton, Oliver J., et al.
Published: (2024)
Controlling Language and Diffusion Models by Transporting Activations
by: Rodriguez, Pau, et al.
Published: (2024)
by: Rodriguez, Pau, et al.
Published: (2024)
MAcPNN: Mutual Assisted Learning on Data Streams with Temporal Dependence
by: Giannini, Federico, et al.
Published: (2026)
by: Giannini, Federico, et al.
Published: (2026)
CLMN: Concept based Language Models via Neural Symbolic Reasoning
by: Yang, Yibo
Published: (2025)
by: Yang, Yibo
Published: (2025)
ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models
by: Miliani, Martina, et al.
Published: (2025)
by: Miliani, Martina, et al.
Published: (2025)
Cache-to-Cache: Direct Semantic Communication Between Large Language Models
by: Fu, Tianyu, et al.
Published: (2025)
by: Fu, Tianyu, et al.
Published: (2025)
Data-driven Circuit Discovery for Interpretability of Language Models
by: Rai, Daking, et al.
Published: (2026)
by: Rai, Daking, et al.
Published: (2026)
Product-of-Experts Training Reduces Dataset Artifacts in Natural Language Inference
by: Mathew, Aby Mammen
Published: (2026)
by: Mathew, Aby Mammen
Published: (2026)
Mechanistic Analysis of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning
by: Imanov, Olaf Yunus Laitinen
Published: (2026)
by: Imanov, Olaf Yunus Laitinen
Published: (2026)
Unlocking UML Class Diagram Understanding in Vision Language Models
by: Naboichenko, Artem, et al.
Published: (2026)
by: Naboichenko, Artem, et al.
Published: (2026)
Large Language Models Report Subjective Experience Under Self-Referential Processing
by: Berg, Cameron, et al.
Published: (2025)
by: Berg, Cameron, et al.
Published: (2025)
The Origins of Representation Manifolds in Large Language Models
by: Modell, Alexander, et al.
Published: (2025)
by: Modell, Alexander, et al.
Published: (2025)
Harnessing non-adversarial robustness in large language models
by: Zhou, Qinghua, et al.
Published: (2026)
by: Zhou, Qinghua, et al.
Published: (2026)
Advancing Expert Specialization for Better MoE
by: Guo, Hongcan, et al.
Published: (2025)
by: Guo, Hongcan, et al.
Published: (2025)
Scalify: scale propagation for efficient low-precision LLM training
by: Balança, Paul, et al.
Published: (2024)
by: Balança, Paul, et al.
Published: (2024)
Extending $μ$P: Spectral Conditions for Feature Learning Across Optimizers
by: Gupta, Akshita, et al.
Published: (2026)
by: Gupta, Akshita, et al.
Published: (2026)
From Understanding to Excelling: Template-Free Algorithm Design through Structural-Functional Co-Evolution
by: Zhao, Zhe, et al.
Published: (2025)
by: Zhao, Zhe, et al.
Published: (2025)
cPNN: Continuous Progressive Neural Networks for Evolving Streaming Time Series
by: Giannini, Federico, et al.
Published: (2026)
by: Giannini, Federico, et al.
Published: (2026)
When Does Content-Based Routing Work? Representation Requirements for Selective Attention in Hybrid Sequence Models
by: Basu, Abhinaba
Published: (2026)
by: Basu, Abhinaba
Published: (2026)
MedMemoryBench: Benchmarking Agent Memory in Personalized Healthcare
by: Wang, Yihao, et al.
Published: (2026)
by: Wang, Yihao, et al.
Published: (2026)
NOTAI.AI: Explainable Detection of Machine-Generated Text via Curvature and Feature Attribution
by: Breneur, Oleksandr Marchenko, et al.
Published: (2026)
by: Breneur, Oleksandr Marchenko, et al.
Published: (2026)
Rethinking the Multilingual Reasoning Gap with Layer Swap
by: Lasbordes, Maxence, et al.
Published: (2026)
by: Lasbordes, Maxence, et al.
Published: (2026)
The Curious Case of In-Training Compression of State Space Models
by: Chahine, Makram, et al.
Published: (2025)
by: Chahine, Makram, et al.
Published: (2025)
Don't Look Back in Anger: MAGIC Net for Streaming Continual Learning with Temporal Dependence
by: Giannini, Federico, et al.
Published: (2026)
by: Giannini, Federico, et al.
Published: (2026)
SafeAnchor: Preventing Cumulative Safety Erosion in Continual Domain Adaptation of Large Language Models
by: Guo, Dongxin, et al.
Published: (2026)
by: Guo, Dongxin, et al.
Published: (2026)
Strategic Doctrine Language Models (sdLM): A Learning-System Framework for Doctrinal Consistency and Geopolitical Forecasting
by: Imanov, Olaf Yunus Laitinen, et al.
Published: (2026)
by: Imanov, Olaf Yunus Laitinen, et al.
Published: (2026)
Sentiment Analysis of Lithuanian Online Reviews Using Large Language Models
by: Vileikytė, Brigita, et al.
Published: (2024)
by: Vileikytė, Brigita, et al.
Published: (2024)
Anonymization-Enhanced Privacy Protection for Mobile GUI Agents: Available but Invisible
by: Zhao, Lepeng, et al.
Published: (2026)
by: Zhao, Lepeng, et al.
Published: (2026)
A Practical Guide to Streaming Continual Learning
by: Cossu, Andrea, et al.
Published: (2026)
by: Cossu, Andrea, et al.
Published: (2026)
A Survey on Collaborating Small and Large Language Models for Performance, Cost-effectiveness, Cloud-edge Privacy, and Trustworthiness
by: Wang, Fali, et al.
Published: (2025)
by: Wang, Fali, et al.
Published: (2025)
Context Aware Lemmatization and Morphological Tagging Method in Turkish
by: Sayallar, Cagri
Published: (2025)
by: Sayallar, Cagri
Published: (2025)
MetaCheckGPT -- A Multi-task Hallucination Detector Using LLM Uncertainty and Meta-models
by: Mehta, Rahul, et al.
Published: (2024)
by: Mehta, Rahul, et al.
Published: (2024)
Prompting Encoder Models for Zero-Shot Classification: A Cross-Domain Study in Italian
by: Auriemma, Serena, et al.
Published: (2024)
by: Auriemma, Serena, et al.
Published: (2024)
The GPT-4o Shock Emotional Attachment to AI Models and Its Impact on Regulatory Acceptance: A Cross-Cultural Analysis of the Immediate Transition from GPT-4o to GPT-5
by: Naito, Hiroki
Published: (2025)
by: Naito, Hiroki
Published: (2025)
How Pruning Reshapes Features: Sparse Autoencoder Analysis of Weight-Pruned Language Models
by: Borobia, Hector, et al.
Published: (2026)
by: Borobia, Hector, et al.
Published: (2026)
NeuronSpark: A Spiking Neural Network Language Model with Selective State Space Dynamics
by: Tang, Zhengzheng
Published: (2026)
by: Tang, Zhengzheng
Published: (2026)
AIPsy-Affect: A Keyword-Free Clinical Stimulus Battery for Mechanistic Interpretability of Emotion in Language Models
by: Keeman, Michael
Published: (2026)
by: Keeman, Michael
Published: (2026)
Linguistic Collapse: Neural Collapse in (Large) Language Models
by: Wu, Robert, et al.
Published: (2024)
by: Wu, Robert, et al.
Published: (2024)
Enhancing Ultra-Low-Bit Quantization of Large Language Models Through Saliency-Aware Partial Retraining
by: Cao, Deyu, et al.
Published: (2025)
by: Cao, Deyu, et al.
Published: (2025)
Similar Items
-
Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining
by: Mitchell, Rupert, et al.
Published: (2025) -
Stealth edits to large language models
by: Sutton, Oliver J., et al.
Published: (2024) -
Controlling Language and Diffusion Models by Transporting Activations
by: Rodriguez, Pau, et al.
Published: (2024) -
MAcPNN: Mutual Assisted Learning on Data Streams with Temporal Dependence
by: Giannini, Federico, et al.
Published: (2026) -
CLMN: Concept based Language Models via Neural Symbolic Reasoning
by: Yang, Yibo
Published: (2025)