prompt engineering

1128 papers

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Also known as

PE

Co-occurring keywords

large language model (12755) few-shot learning (3390) in-context learning (1369) zero-shot learning (3637) text classification (6776) language model (4573) text generation (2903) chain-of-thought prompting (306) chain of thought (274) question answering (2904)

Papers

What Did I Do Wrong? Quantifying LLMs’ Sensitivity and Consistency to Prompt Engineering NAACL 2025

The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs ACL 2025

LLM as a Broken Telephone: Iterative Generation Distorts Information ACL 2025

Can Explicit Gender Information Improve Zero-Shot Machine Translation? ACL 2025

Human and LLM-Based Resume Matching: An Observational Study NAACL 2025

Can Graph Descriptive Order Affect Solving Graph Problems with LLMs? ACL 2025

Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings EMNLP 2025

Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs NAACL 2025

Finetuning LLMs for EvaCun 2025 token prediction shared task NAACL 2025

A Low-Shot Prompting Approach to Lemmatization in the EvaCun 2025 Shared Task NAACL 2025

Preliminary Evaluation of an Open-Source LLM for Lay Translation of German Clinical Documents NAACL 2025

Leveraging External Knowledge Bases: Analyzing Presentation Methods and Their Impact on Model Performance NAACL 2025

DataHacks at PerAnsSumm 2025: LoRA-Driven Prompt Engineering for Perspective Aware Span Identification and Summarization NAACL 2025

A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG NAACL 2025

Prompt Engineering for Capturing Dynamic Mental Health Self States from Social Media Posts NAACL 2025

Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs NAACL 2025

Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning NAACL 2025

Evaluating LLM-Prompting for Sequence Labeling Tasks in Computational Literary Studies NAACL 2025

Are Small Language Models Ready to Compete with Large Language Models for Practical Applications? NAACL 2025

TeleAI at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection with Prompt Engineering and Data Augmentation ACL 2025

Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models COLING 2025

MissRAG: Addressing the Missing Modality Challenge in Multimodal Large Language Models ICCV 2025

AoP-SAM: Automation of Prompts for Efficient Segmentation AAAI 2025

Exploring and Controlling Diversity in LLM-Agent Conversation EMNLP 2025

Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering ACL 2025