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prompt engineering

1128 papers

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PE

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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

Interactive Children’s Story Rewriting Through Parent-Children Interaction ACL 2022
Will It Blend? Mixing Training Paradigms & Prompting for Argument Quality Prediction COLING 2022
DEGREE: A Data-Efficient Generation-Based Event Extraction Model NAACL 2022
Re3: Generating Longer Stories With Recursive Reprompting and Revision EMNLP 2022
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models EMNLP 2022
MetaPrompting: Learning to Learn Better Prompts COLING 2022
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection COLING 2022
Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation COLING 2022
BOUN-TABI@SMM4H’22: Text-to-Text Adverse Drug Event Extraction with Data Balancing and Prompting COLING 2022
Natural Language Inference Prompts for Zero-shot Emotion Classification in Text across Corpora COLING 2022
TextGraphs-16 Natural Language Premise Selection Task: Zero-Shot Premise Selection with Prompting Generative Language Models COLING 2022
MiQA: A Benchmark for Inference on Metaphorical Questions IJCNLP 2022
When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment NIPS 2022
Red Teaming Language Models with Language Models EMNLP 2022
Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts EMNLP 2022
The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning NIPS 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts ACL 2022
Cutting Down on Prompts and Parameters: Simple Few-Shot Learning with Language Models ACL 2022
Reframing Instructional Prompts to GPTk’s Language ACL 2022
Polyglot Prompt: Multilingual Multitask Prompt Training EMNLP 2022
Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements NAACL 2022
Challenges in Measuring Bias via Open-Ended Language Generation NAACL 2022
Exploring Text Representations for Generative Temporal Relation Extraction NAACL 2022
Using Natural Sentence Prompts for Understanding Biases in Language Models NAACL 2022
TestAug: A Framework for Augmenting Capability-based NLP Tests COLING 2022