Buchumschlag

Leveraging Large Language Models with Chain-of-Thought and Prompt Engineering for Traffic Crash Severity Analysis and Inference

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
Hauptverfasser:	Zhen, Hao, Shi, Yucheng, Huang, Yongcan, Yang, Jidong J., Liu, Ninghao
Format:	Preprint
Veröffentlicht:	2024
Schlagworte:	Computation and Language Artificial Intelligence Machine Learning
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

CrashSage: A Large Language Model-Centered Framework for Contextual and Interpretable Traffic Crash Analysis
von: Zhen, Hao, et al.
Veröffentlicht: (2025)

Applying Large Language Models and Chain-of-Thought for Automatic Scoring
von: Lee, Gyeong-Geon, et al.
Veröffentlicht: (2023)

Feature Group Tabular Transformer: A Novel Approach to Traffic Crash Modeling and Causality Analysis
von: Lares, Oscar, et al.
Veröffentlicht: (2024)

Hypothesis Testing Prompting Improves Deductive Reasoning in Large Language Models
von: Li, Yitian, et al.
Veröffentlicht: (2024)

Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models
von: Sun, Jiashuo, et al.
Veröffentlicht: (2023)

Structured Prompting and Multi-Agent Knowledge Distillation for Traffic Video Interpretation and Risk Inference
von: Yang, Yunxiang, et al.
Veröffentlicht: (2025)

Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models
von: Zou, Anni, et al.
Veröffentlicht: (2023)

Compositional Chain-of-Thought Prompting for Large Multimodal Models
von: Mitra, Chancharik, et al.
Veröffentlicht: (2023)

Look Before You Leap: Problem Elaboration Prompting Improves Mathematical Reasoning in Large Language Models
von: Liao, Haoran, et al.
Veröffentlicht: (2024)

Enhancing Depression Detection with Chain-of-Thought Prompting: From Emotion to Reasoning Using Large Language Models
von: Teng, Shiyu, et al.
Veröffentlicht: (2025)

Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering
von: Shi, Yucheng, et al.
Veröffentlicht: (2024)

Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations
von: Wu, Xuansheng, et al.
Veröffentlicht: (2023)

Implicit Sentiment Analysis Based on Chain of Thought Prompting
von: Duan, Zhihua, et al.
Veröffentlicht: (2024)

Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages
von: Li, Zihao, et al.
Veröffentlicht: (2024)

CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning
von: Pan, Jianfeng, et al.
Veröffentlicht: (2025)

When Chain-of-Thought Backfires: Evaluating Prompt Sensitivity in Medical Language Models
von: Sadanandan, Binesh, et al.
Veröffentlicht: (2026)

FedCoT: Federated Chain-of-Thought Distillation for Large Language Models
von: Fan, Tao, et al.
Veröffentlicht: (2024)

Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling
von: Xu, Weijia, et al.
Veröffentlicht: (2023)

$T^2$ of Thoughts: Temperature Tree Elicits Reasoning in Large Language Models
von: Cai, Chengkun, et al.
Veröffentlicht: (2024)

Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models
von: Cui, Yingqian, et al.
Veröffentlicht: (2025)

SR-FoT: A Syllogistic-Reasoning Framework of Thought for Large Language Models Tackling Knowledge-based Reasoning Tasks
von: Wan, Wentao, et al.
Veröffentlicht: (2025)

Active Prompting with Chain-of-Thought for Large Language Models
von: Diao, Shizhe, et al.
Veröffentlicht: (2023)

SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
von: Jiang, Fengqing, et al.
Veröffentlicht: (2025)

Beyond Single-Granularity Prompts: A Multi-Scale Chain-of-Thought Prompt Learning for Graph
von: Zheng, Ziyu, et al.
Veröffentlicht: (2025)

Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding
von: Liu, Tianqiao, et al.
Veröffentlicht: (2024)

Automating Crash Diagram Generation Using Vision-Language Models: A Case Study on Multi-Lane Roundabouts
von: Lu, Xiao, et al.
Veröffentlicht: (2026)

Fragile Thoughts: How Large Language Models Handle Chain-of-Thought Perturbations
von: Aravindan, Ashwath Vaithinathan, et al.
Veröffentlicht: (2026)

Enhancing Nighttime Vehicle Detection with Day-to-Night Style Transfer and Labeling-Free Augmentation
von: Yang, Yunxiang, et al.
Veröffentlicht: (2024)

Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models
von: Ye, Jiacheng, et al.
Veröffentlicht: (2024)

NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models
von: Xu, Ancheng, et al.
Veröffentlicht: (2024)

General Purpose Verification for Chain of Thought Prompting
von: Vacareanu, Robert, et al.
Veröffentlicht: (2024)

GCoT: Chain-of-Thought Prompt Learning for Graphs
von: Yu, Xingtong, et al.
Veröffentlicht: (2025)

Can Separators Improve Chain-of-Thought Prompting?
von: Park, Yoonjeong, et al.
Veröffentlicht: (2024)

Reasoning Beyond Chain-of-Thought: A Latent Computational Mode in Large Language Models
von: He, Zhenghao, et al.
Veröffentlicht: (2026)

Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models
von: Liu, Peijie, et al.
Veröffentlicht: (2025)

Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought
von: Lee, Jooyoung, et al.
Veröffentlicht: (2024)

Prompting Science Report 2: The Decreasing Value of Chain of Thought in Prompting
von: Meincke, Lennart, et al.
Veröffentlicht: (2025)

CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models
von: Li, Feiyang, et al.
Veröffentlicht: (2025)

Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning
von: Chang, Wen-Yu, et al.
Veröffentlicht: (2024)

The Benefits of a Concise Chain of Thought on Problem-Solving in Large Language Models
von: Renze, Matthew, et al.
Veröffentlicht: (2024)