Cover Image

Continuous Latent Contexts Enable Efficient Online Learning in Transformers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Anand, Emile, Ateyeh, Abdullah, Cao, Xinyuan, Dabagia, Max
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Artificial Intelligence I.2.6; I.5.5; I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Step-Audio-R1 Technical Report
by: Tian, Fei, et al.
Published: (2025)

Make Some Noise: Towards LLM audio reasoning and generation using sound tokens
by: Mehta, Shivam, et al.
Published: (2025)

SALLIE: Safeguarding Against Latent Language & Image Exploits
by: Azov, Guy, et al.
Published: (2026)

Adversarially Probing Cross-Family Sound Symbolism in 27 Languages
by: Sharma, Anika, et al.
Published: (2025)

Less is More: Learning Graph Tasks with Just LLMs
by: Shirai, Sola, et al.
Published: (2025)

LLM Performance Predictors: Learning When to Escalate in Hybrid Human-AI Moderation Systems
by: Bachar, Or, et al.
Published: (2026)

PRISMA: Preference-Reinforced Self-Training Approach for Interpretable Emotionally Intelligent Negotiation Dialogues
by: Kajare, Prajwal Vijay, et al.
Published: (2026)

propella-1: Multi-Property Document Annotation for LLM Data Curation at Scale
by: Idahl, Maximilian, et al.
Published: (2026)

Listwise Direct Preference Optimization with Multi-Dimensional Preference Mixing
by: Sun, Yuhui, et al.
Published: (2025)

Cost-Aware Model Selection for Text Classification: Multi-Objective Trade-offs Between Fine-Tuned Encoders and LLM Prompting in Production
by: Gonzalez, Alberto Andres Valdes
Published: (2026)

Computational Economics in Large Language Models: Exploring Model Behavior and Incentive Design under Resource Constraints
by: Reddy, Sandeep, et al.
Published: (2025)

When is dataset cartography ineffective? Using training dynamics does not improve robustness against Adversarial SQuAD
by: Mandal, Paul K.
Published: (2025)

Prevailing Research Areas for Music AI in the Era of Foundation Models
by: Wei, Megan, et al.
Published: (2024)

QoSGMAA: A Robust Multi-Order Graph Attention and Adversarial Framework for Sparse QoS Prediction
by: Du, Guanchen, et al.
Published: (2025)

Sample-Efficient Language Model for Hinglish Conversational AI
by: Singh, Sakshi, et al.
Published: (2025)

Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning
by: Semenov, Andrei, et al.
Published: (2024)

Before the Last Token: Diagnosing Final-Token Safety Probe Failures
by: Doda, Shravan
Published: (2026)

Detecting Sleeper Agents in Large Language Models via Semantic Drift Analysis
by: Zanbaghi, Shahin, et al.
Published: (2025)

SemAlignVC: Enhancing zero-shot timbre conversion using semantic alignment
by: Mehta, Shivam, et al.
Published: (2025)

Efficient Strategy for Improving Large Language Model (LLM) Capabilities
by: Gutiérrez, Julián Camilo Velandia
Published: (2025)

Co-Writing with AI, on Human Terms: Aligning Research with User Demands Across the Writing Process
by: Reza, Mohi, et al.
Published: (2025)

Exploring Model Invariance with Discrete Search for Ultra-Low-Bit Quantization
by: Wen, Yuqiao, et al.
Published: (2025)

AuditRepairBench: A Paired-Execution Trace Corpus for Evaluator-Channel Ranking Instability in Agent Repair
by: Hu, Yuelin, et al.
Published: (2026)

The Rise of Verbal Tics in Large Language Models: A Systematic Analysis Across Frontier Models
by: Wu, Shuai, et al.
Published: (2026)

EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation
by: Wen, Yuqiao, et al.
Published: (2024)

Should you use a probabilistic duration model in TTS? Probably! Especially for spontaneous speech
by: Mehta, Shivam, et al.
Published: (2024)

Adaptive Activation Cancellation for Hallucination Mitigation in Large Language Models
by: Yocam, Eric, et al.
Published: (2026)

Entropy-Based Measurement of Value Drift and Alignment Work in Large Language Models
by: Fadli, Samih
Published: (2025)

Beyond Subtokens: A Rich Character Embedding for Low-resource and Morphologically Complex Languages
by: Schneider, Felix, et al.
Published: (2026)

Curveball Steering: The Right Direction To Steer Isn't Always Linear
by: Raval, Shivam, et al.
Published: (2026)

Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models
by: Liao, Jianxing, et al.
Published: (2025)

Emotion-Attended Stateful Memory (EASM):The Architecture for Hyper-Personalization at Scale
by: Kotecha, Vineet, et al.
Published: (2026)

Reflective Verbal Reward Design for Pluralistic Alignment
by: Blair, Carter, et al.
Published: (2025)

Survey Transfer Learning: Recycling Data with Silicon Responses
by: Amini, Ali
Published: (2025)

PromptReverb: Multimodal Room Impulse Response Generation Through Latent Rectified Flow Matching
by: Vosoughi, Ali, et al.
Published: (2025)

Cytoarchitecture in Words: Weakly Supervised Vision-Language Modeling for Human Brain Microscopy
by: Sutton, Matthew, et al.
Published: (2026)

PRACH Preamble Detection as a Multi-Class Classification Problem: A Machine Learning Approach Using SVM
by: Ferenc, F., et al.
Published: (2025)

Let Your Graph Do the Talking: Encoding Structured Data for LLMs
by: Perozzi, Bryan, et al.
Published: (2024)

Conversation Tree Architecture: A Structured Framework for Context-Aware Multi-Branch LLM Conversations
by: Hemanth, Pranav, et al.
Published: (2026)

Subword-Based Comparative Linguistics across 242 Languages Using Wikipedia Glottosets
by: Chelombitko, Iaroslav, et al.
Published: (2026)