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prompt engineering

1135 papers

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Also known as

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

StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024
Teaching Large Language Models an Unseen Language on the Fly ACL 2024
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models ACL 2024
FastGAS: Fast Graph-based Annotation Selection for In-Context Learning ACL 2024
Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning ACL 2024
Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning ACL 2024
It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance ACL 2024
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents EMNLP 2024
Plausibly Problematic Questions in Multiple-Choice Benchmarks for Commonsense Reasoning EMNLP 2024
“Thinking” Fair and Slow: On the Efficacy of Structured Prompts for Debiasing Language Models EMNLP 2024
A Survey on In-context Learning EMNLP 2024
What do Large Language Models Need for Machine Translation Evaluation? EMNLP 2024
Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement EMNLP 2024
SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics EMNLP 2024
Leveraging pre-trained language models for linguistic analysis: A case of argument structure constructions EMNLP 2024
Retrieved In-Context Principles from Previous Mistakes EMNLP 2024
Walking in Others’ Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias EMNLP 2024
Creative and Context-Aware Translation of East Asian Idioms with GPT-4 EMNLP 2024
Multilingual Fact-Checking using LLMs EMNLP 2024
On the Robustness of Large Multimodal Models Against Image Adversarial Attacks CVPR 2024
Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models CVPR 2024
Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models NIPS 2024
EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models NIPS 2024
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NIPS 2024
Tree of Attacks: Jailbreaking Black-Box LLMs Automatically NIPS 2024