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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

DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? EMNLP 2024
Few shot chain-of-thought driven reasoning to prompt LLMs for open-ended medical question answering EMNLP 2024
The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance EMNLP 2024
AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations EMNLP 2024
A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024
Using RL to Identify Divisive Perspectives Improves LLMs Abilities to Identify Communities on Social Media EMNLP 2024
The Effect of Sampling Temperature on Problem Solving in Large Language Models EMNLP 2024
Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performance EMNLP 2024
StraGo: Harnessing Strategic Guidance for Prompt Optimization EMNLP 2024
Learning to Plan by Updating Natural Language EMNLP 2024
Using LLMs to simulate students’ responses to exam questions EMNLP 2024
Dual-Phase Accelerated Prompt Optimization EMNLP 2024
Can We Instruct LLMs to Compensate for Position Bias? EMNLP 2024
Can’t Remember Details in Long Documents? You Need Some R&R EMNLP 2024
Auto-Evolve: Enhancing Large Language Model’s Performance via Self-Reasoning Framework EMNLP 2024
Active Listening: Personalized Question Generation in Open-Domain Social Conversation with User Model Based Prompting EMNLP 2024
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection EMNLP 2024
When ”A Helpful Assistant” Is Not Really Helpful: Personas in System Prompts Do Not Improve Performances of Large Language Models EMNLP 2024
Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation EMNLP 2024
Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives EMNLP 2024
Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering EMNLP 2024
Do LLMs Think Fast and Slow? A Causal Study on Sentiment Analysis EMNLP 2024
Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting EMNLP 2024
From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items EMNLP 2024
Enhancing Legal Violation Identification with LLMs and Deep Learning Techniques: Achievements in the LegalLens 2024 Competition EMNLP 2024