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prompt engineering

1135 papers

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PE

Co-occurring keywords

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

A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024
Using LLMs to simulate students’ responses to exam questions EMNLP 2024
Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages NAACL 2024
Do Prompt Positions Really Matter? NAACL 2024
Crafting In-context Examples according to LMs’ Parametric Knowledge NAACL 2024
Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models NAACL 2024
CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving NAACL 2024
It’s All Relative! – A Synthetic Query Generation Approach for Improving Zero-Shot Relevance Prediction NAACL 2024
Generating Mental Health Transcripts with SAPE (Spanish Adaptive Prompt Engineering) NAACL 2024
Better Zero-Shot Reasoning with Role-Play Prompting NAACL 2024
Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models NAACL 2024
TopicGPT: A Prompt-based Topic Modeling Framework NAACL 2024
A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily NAACL 2024
Metacognitive Prompting Improves Understanding in Large Language Models NAACL 2024
Prompting Hard or Hardly Prompting: Prompt Inversion for Text-to-Image Diffusion Models CVPR 2024
Guiding Large Language Models via External Attention Prompting for Scientific Extreme Summarization ACL 2024
PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought CVPR 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
The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural Perspective EMNLP 2024
Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives COLING 2024
Depth Prompting for Sensor-Agnostic Depth Estimation CVPR 2024
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models NIPS 2024
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming ACL 2024
Enhancing Consumer Health Question Reformulation: Chain-of-Thought Prompting Integrating Focus, Type, and User Knowledge Level COLING 2024