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prompt engineering

1135 papers

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PE

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large language model (13587) few-shot learning (3398) in-context learning (1405) zero-shot learning (3650) text classification (6793) language model (4599) text generation (2913) chain-of-thought prompting (313) chain of thought (285) question answering (2963)

Papers

Howard University-AI4PC at SemEval-2025 Task 11: Combining Expert Personas via Prompting for Enhanced Multilingual Emotion Analysis ACL 2025
RetouchGPT: LLM-based Interactive High-Fidelity Face Retouching via Imperfection Prompting AAAI 2025
Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models ACL 2025
CSIRO LT at SemEval-2025 Task 8: Answering Questions over Tabular Data using LLMs ACL 2025
Reflections & Resonance: Two-Agent Partnership for Advancing LLM-based Story Annotation COLING 2024
Non-Referential Functions of Language in Social Agents: The Case of Social Proximity EACL 2024
RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners COLING 2024
PromptBench: A Unified Library for Evaluation of Large Language Models JMLR 2024
Quantifying learning-style adaptation in effectiveness of LLM teaching EACL 2024
DaVinci at SemEval-2024 Task 9: Few-shot prompting GPT-3.5 for Unconventional Reasoning SEMEVAL 2024
Emulating Author Style: A Feasibility Study of Prompt-enabled Text Stylization with Off-the-Shelf LLMs EACL 2024
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis NAACL 2024
Automated Adversarial Discovery for Safety Classifiers NAACL 2024
Prompting Implicit Discourse Relation Annotation EACL 2024
Large Language Models for Time Series: A Survey IJCAI 2024
Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News Detection ACL 2024
Can LLMs Learn from Previous Mistakes? Investigating LLMs’ Errors to Boost for Reasoning ACL 2024
ZXQ at SemEval-2024 Task 7: Fine-tuning GPT-3.5-Turbo for Numerical Reasoning NAACL 2024
More Samples or More Prompts? Exploring Effective Few-Shot In-Context Learning for LLMs with In-Context Sampling NAACL 2024
PRewrite: Prompt Rewriting with Reinforcement Learning ACL 2024
IIITDWD-zk@DravidianLangTech-2024: Leveraging the Power of Language Models for Hate Speech Detection in Telugu-English Code-Mixed Text EACL 2024
Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization NIPS 2024
Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024
XinHai@CLPsych 2024 Shared Task: Prompting Healthcare-oriented LLMs for Evidence Highlighting in Posts with Suicide Risk EACL 2024
PACE: Improving Prompt with Actor-Critic Editing for Large Language Model ACL 2024