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

Forest for the Trees: Overarching Prompting Evokes High-Level Reasoning in Large Language Models NAACL 2025

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

Detect, Disambiguate, and Translate: On-Demand Visual Reasoning for Multimodal Machine Translation with Large Vision-Language Models NAACL 2025

Benchmarking Language Model Creativity: A Case Study on Code Generation NAACL 2025

CORRECT: Context- and Reference-Augmented Reasoning and Prompting for Fact-Checking NAACL 2025

VCRMNER: Visual Cue Refinement in Multimodal NER using CLIP Prompts COLING 2025

NUST Omega at RIRAG 2025: Investigating Context-aware Retrieval and Answer Generations-Lessons and Challenges COLING 2025

RiOT: Efficient Prompt Refinement with Residual Optimization Tree ACL 2025

Testing the Boundaries of LLMs: Dialectal and Language-Variety Tasks COLING 2025

Multilingual Prompting for Improving LLM Generation Diversity EMNLP 2025

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

FiRC-NLP at SemEval-2025 Task 3: Exploring Prompting Approaches for Detecting Hallucinations in LLMs ACL 2025

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

Knowledge Editing through Chain-of-Thought EMNLP 2025

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

Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding EMNLP 2025

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

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

Finetuning LLMs for EvaCun 2025 token prediction shared task NAACL 2025

Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching EMNLP 2025

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

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

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

Adapting Bias Evaluation to Domain Contexts using Generative Models EMNLP 2025

Structured Outputs in Prompt Engineering: Enhancing LLM Adaptability on Counterintuitive Instructions IJCNLP 2025