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Prompt Engineering

273 directly classified papers

Papers per year

Papers

gowithnlp at SemEval-2025 Task 10: Leveraging Entity-Centric Chain of Thought and Iterative Prompt Refinement for Multi-Label Classification SEMEVAL 2025
Mitigating Hallucinations in Multimodal Spatial Relations through Constraint-Aware Prompting NAACL 2025
Enhancing Relation Extraction via Supervised Rationale Verification and Feedback AAAI 2025
Machine Translation Using Grammar Materials for LLM Post-Correction NAACL 2025
Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025
Prompt Engineering for Capturing Dynamic Mental Health Self States from Social Media Posts NAACL 2025
Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment ACL 2025
Error Reflection Prompting: Can Large Language Models Successfully Understand Errors? NAACL 2025
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025
Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning NAACL 2025
PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation EMNLP 2025
Prompt Tuning Can Simply Adapt Large Language Models to Text Encoders NAACL 2025
Optimization before Evaluation: Evaluation with Unoptimized Prompts Can be Misleading ACL 2025
Explainable Text Classification with LLMs: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training EMNLP 2025
Exploring Paraphrasing Strategies for CEFR A1-Level Constraints in LLMs EMNLP 2025
Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization ACL 2025
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models EMNLP 2025
SubDocTrans: Enhancing Document-level Machine Translation with Plug-and-play Multi-granularity Knowledge Augmentation EMNLP 2025
Exploring LLM Priming Strategies for Few-Shot Stance Classification ACL 2025
Tables as Thought: Exploring Structured Thoughts in LLM Reasoning ACL 2025
GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering ACL 2025
HULAT-UC3M at TSAR 2025 Shared Task A Prompt-Based Approach using Lightweight Language Models for Readability-Controlled Text Simplification EMNLP 2025
LLMSR@XLLM25: Integrating Reasoning Prompt Strategies with Structural Prompt Formats for Enhanced Logical Inference ACL 2025
Emulating Author Style: A Feasibility Study of Prompt-enabled Text Stylization with Off-the-Shelf LLMs EACL 2024
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More EACL 2024