Signals: Trajectory Sampling and Triage for Agentic Interactions
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Shuguang, Hafeez, Adil, Paracha, Salman |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Arch-Router: Aligning LLM Routing with Human Preferences
by: Tran, Co, et al.
Published: (2025)
by: Tran, Co, et al.
Published: (2025)
SastBench: A Benchmark for Testing Agentic SAST Triage
by: Feiglin, Jake, et al.
Published: (2026)
by: Feiglin, Jake, et al.
Published: (2026)
StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction
by: Xue, Xiangyuan, et al.
Published: (2026)
by: Xue, Xiangyuan, et al.
Published: (2026)
Beyond Agreement: Scoring Panel-Surfaced Biomedical Entity Candidates for Curator Triage
by: Cao, Shuheng, et al.
Published: (2026)
by: Cao, Shuheng, et al.
Published: (2026)
C-PATH: Conversational Patient Assistance and Triage in Healthcare System
by: Shi, Qi, et al.
Published: (2025)
by: Shi, Qi, et al.
Published: (2025)
Do LLMs Triage Like Clinicians? A Dynamic Study of Outpatient Referral
by: Liu, Xiaoxiao, et al.
Published: (2025)
by: Liu, Xiaoxiao, et al.
Published: (2025)
Discovering Agentic Safety Specifications from 1-Bit Danger Signals
by: Gallego, Víctor
Published: (2026)
by: Gallego, Víctor
Published: (2026)
Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models
by: Zeng, Yu, et al.
Published: (2025)
by: Zeng, Yu, et al.
Published: (2025)
Interactive ASR: Towards Human-Like Interaction and Semantic Coherence Evaluation for Agentic Speech Recognition
by: Wang, Peng, et al.
Published: (2026)
by: Wang, Peng, et al.
Published: (2026)
Internal Representation, Not Clinical Knowledge: Where Apparent LLM Triage Failures Originate
by: Navarro, David Fraile, et al.
Published: (2026)
by: Navarro, David Fraile, et al.
Published: (2026)
Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage Domain
by: Hu, Brian, et al.
Published: (2024)
by: Hu, Brian, et al.
Published: (2024)
CLARITY: Clinical Assistant for Routing, Inference, and Triage
by: Shaposhnikov, Vladimir, et al.
Published: (2025)
by: Shaposhnikov, Vladimir, et al.
Published: (2025)
Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems
by: Peng, Hao, et al.
Published: (2025)
by: Peng, Hao, et al.
Published: (2025)
AsthmaBot: Multi-modal, Multi-Lingual Retrieval Augmented Generation For Asthma Patient Support
by: Bahaj, Adil, et al.
Published: (2024)
by: Bahaj, Adil, et al.
Published: (2024)
Automated Triaging and Transfer Learning of Incident Learning Safety Reports Using Large Language Representational Models
by: Beidler, Peter, et al.
Published: (2025)
by: Beidler, Peter, et al.
Published: (2025)
Lying Is Just a Phase: The Hidden Alignment Transition in Language Model Scaling
by: Amin, Adil
Published: (2026)
by: Amin, Adil
Published: (2026)
The Growing Pains of Frontier Models: When Leaderboards Stop Separating and What to Measure Next
by: Amin, Adil
Published: (2026)
by: Amin, Adil
Published: (2026)
On Wednesdays, We Ask Questions: Optimizing "Active Listening" in Automated Legal Triage and Referral
by: Steenhuis, Quinten, et al.
Published: (2026)
by: Steenhuis, Quinten, et al.
Published: (2026)
Domain-Adapted Small Language Models for Reliable Clinical Triage
by: Aljohani, Manar, et al.
Published: (2026)
by: Aljohani, Manar, et al.
Published: (2026)
Convergence of Outputs When Two Large Language Models Interact in a Multi-Agentic Setup
by: Maiti, Aniruddha, et al.
Published: (2025)
by: Maiti, Aniruddha, et al.
Published: (2025)
AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories
by: Song, Yifan, et al.
Published: (2024)
by: Song, Yifan, et al.
Published: (2024)
Evaluating the Application of ChatGPT in Outpatient Triage Guidance: A Comparative Study
by: Liu, Dou, et al.
Published: (2024)
by: Liu, Dou, et al.
Published: (2024)
LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals
by: Sun, Lihao, et al.
Published: (2026)
by: Sun, Lihao, et al.
Published: (2026)
Development of a Large Language Model-based Multi-Agent Clinical Decision Support System for Korean Triage and Acuity Scale (KTAS)-Based Triage and Treatment Planning in Emergency Departments
by: Han, Seungjun, et al.
Published: (2024)
by: Han, Seungjun, et al.
Published: (2024)
Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient German Language Modeling
by: Aynetdinov, Ansar, et al.
Published: (2026)
by: Aynetdinov, Ansar, et al.
Published: (2026)
To Retrieve or To Think? An Agentic Approach for Context Evolution
by: Chen, Rubing, et al.
Published: (2026)
by: Chen, Rubing, et al.
Published: (2026)
Agentic Confidence Calibration
by: Zhang, Jiaxin, et al.
Published: (2026)
by: Zhang, Jiaxin, et al.
Published: (2026)
Agentic Uncertainty Quantification
by: Zhang, Jiaxin, et al.
Published: (2026)
by: Zhang, Jiaxin, et al.
Published: (2026)
AgenticSum: An Agentic Inference-Time Framework for Faithful Clinical Text Summarization
by: Piya, Fahmida Liza, et al.
Published: (2026)
by: Piya, Fahmida Liza, et al.
Published: (2026)
Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools
by: Wu, Junde, et al.
Published: (2025)
by: Wu, Junde, et al.
Published: (2025)
Enhancing Vaccine Safety Surveillance: Extracting Vaccine Mentions from Emergency Department Triage Notes Using Fine-Tuned Large Language Models
by: Khademi, Sedigh, et al.
Published: (2025)
by: Khademi, Sedigh, et al.
Published: (2025)
AgenticMath: Enhancing LLM Reasoning via Agentic-based Math Data Generation
by: Liu, Xianyang, et al.
Published: (2025)
by: Liu, Xianyang, et al.
Published: (2025)
Semantic Invariance in Agentic AI
by: de Zarzà, I., et al.
Published: (2026)
by: de Zarzà, I., et al.
Published: (2026)
Computer Environments Elicit General Agentic Intelligence in LLMs
by: Cheng, Daixuan, et al.
Published: (2026)
by: Cheng, Daixuan, et al.
Published: (2026)
MizanQA: Benchmarking Large Language Models on Moroccan Legal Question Answering
by: Bahaj, Adil, et al.
Published: (2025)
by: Bahaj, Adil, et al.
Published: (2025)
MedObvious: Exposing the Medical Moravec's Paradox in VLMs via Clinical Triage
by: Khan, Ufaq, et al.
Published: (2026)
by: Khan, Ufaq, et al.
Published: (2026)
MolMem: Memory-Augmented Agentic Reinforcement Learning for Sample-Efficient Molecular Optimization
by: Wang, Ziqing, et al.
Published: (2026)
by: Wang, Ziqing, et al.
Published: (2026)
AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration
by: Ruan, Jianhao, et al.
Published: (2026)
by: Ruan, Jianhao, et al.
Published: (2026)
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
by: Zhang, Guibin, et al.
Published: (2025)
by: Zhang, Guibin, et al.
Published: (2025)
ACC: Compiling Agent Trajectories for Long-Context Training
by: Su, Qisheng, et al.
Published: (2026)
by: Su, Qisheng, et al.
Published: (2026)
Similar Items
-
Arch-Router: Aligning LLM Routing with Human Preferences
by: Tran, Co, et al.
Published: (2025) -
SastBench: A Benchmark for Testing Agentic SAST Triage
by: Feiglin, Jake, et al.
Published: (2026) -
StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction
by: Xue, Xiangyuan, et al.
Published: (2026) -
Beyond Agreement: Scoring Panel-Surfaced Biomedical Entity Candidates for Curator Triage
by: Cao, Shuheng, et al.
Published: (2026) -
C-PATH: Conversational Patient Assistance and Triage in Healthcare System
by: Shi, Qi, et al.
Published: (2025)