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

Conditioning LLMs with Emotion in Neural Machine Translation ACL 2024

PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming ACL 2024

Learning-From-Mistakes Prompting for Indigenous Language Translation ACL 2024

PROC2PDDL: Open-Domain Planning Representations from Texts ACL 2024

Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization ACL 2024

HBUT at #SMM4H 2024 Task2: Cross-lingual Few-shot Medical Entity Extraction using a Large Language Model ACL 2024

PolyuCBS at SMM4H 2024: LLM-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation ACL 2024

A Prompting Assignment for Exploring Pretrained LLMs ACL 2024

LLMs for Targeted Sentiment in News Headlines: Exploring the Descriptive-Prescriptive Dilemma ACL 2024

PRewrite: Prompt Rewriting with Reinforcement Learning ACL 2024

Prompt-Based Length Controlled Generation with Multiple Control Types ACL 2024

PACE: Improving Prompt with Actor-Critic Editing for Large Language Model ACL 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

Instruction Fusion: Advancing Prompt Evolution through Hybridization ACL 2024

In-context Mixing (ICM): Code-mixed Prompts for Multilingual LLMs ACL 2024

MapCoder: Multi-Agent Code Generation for Competitive Problem Solving ACL 2024

Boosting Language Models Reasoning with Chain-of-Knowledge Prompting ACL 2024

Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ACL 2024

Prompt Optimization via Adversarial In-Context Learning ACL 2024

LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024

PokeMQA: Programmable knowledge editing for Multi-hop Question Answering ACL 2024

Think Twice: Perspective-Taking Improves Large Language Models’ Theory-of-Mind Capabilities ACL 2024

Topic Modeling for Short Texts with Large Language Models ACL 2024

Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks ACL 2024