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

Exploring Lottery Prompts for Pre-trained Language Models ACL 2023

Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning ACL 2023

Generative Pretrained Transformers for Emotion Detection in a Code-Switching Setting ACL 2023

Prompting the Hidden Talent of Web-Scale Speech Models for Zero-Shot Task Generalization INTERSPEECH 2023

Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models ACL 2023

Ebhaam at SemEval-2023 Task 1: A CLIP-Based Approach for Comparing Cross-modality and Unimodality in Visual Word Sense Disambiguation ACL 2023

Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt ACL 2023

DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models ACL 2023

Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach ACL 2023

Causality-aware Concept Extraction based on Knowledge-guided Prompting ACL 2023

Prompting PaLM for Translation: Assessing Strategies and Performance ACL 2023

Pre-trained Language Models Can be Fully Zero-Shot Learners ACL 2023

Controllable Mixed-Initiative Dialogue Generation through Prompting ACL 2023

Prompt-based Zero-shot Text Classification with Conceptual Knowledge ACL 2023

DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction ACL 2023

What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning ACL 2023

Enhancing Cross-lingual Prompting with Dual Prompt Augmentation ACL 2023

Explanation Regeneration via Information Bottleneck ACL 2023

Robustness of Learning from Task Instructions ACL 2023

Exploring Effectiveness of GPT-3 in Grammatical Error Correction: A Study on Performance and Controllability in Prompt-Based Methods ACL 2023

Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning ACL 2023

CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets ICML 2023

A Comparative Study of Prompting Strategies for Legal Text Classification EMNLP 2023

Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting EMNLP 2023

ChatGPT as a Java Decompiler EMNLP 2023