AprielGuard: A Guardrail for Safety and Adversarial Robustness in Modern LLM Systems Dec 23, 2025 • 48
Terminal Agents Suffice for Enterprise Automation Paper • 2604.00073 • Published 12 days ago • 92
Terminal Agents Suffice for Enterprise Automation Paper • 2604.00073 • Published 12 days ago • 92
CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents Paper • 2603.24440 • Published 18 days ago • 96
Augmenting LLM Reasoning with Dynamic Notes Writing for Complex QA Paper • 2505.16293 • Published May 22, 2025 • 3
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings Paper • 2603.13594 • Published 30 days ago • 147
LLM2Vec-Gen: Generative Embeddings from Large Language Models Paper • 2603.10913 • Published Mar 11 • 44
Apriel-H1: Towards Efficient Enterprise Reasoning Models Paper • 2511.02651 • Published Nov 4, 2025
Just-in-time Episodic Feedback Hinter: Leveraging Offline Knowledge to Improve LLM Agents Adaptation Paper • 2510.04373 • Published Oct 5, 2025
ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval Paper • 2511.00903 • Published Nov 2, 2025
Challenging Common Assumptions about Catastrophic Forgetting Paper • 2207.04543 • Published Jul 10, 2022
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Paper • 2109.05093 • Published Sep 10, 2021 • 1
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Paper • 2201.05966 • Published Jan 16, 2022 • 1