prompt engineering

1128 papers

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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

TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment AAAI 2025

Single- vs. Dual-Prompt Dialogue Generation with LLMs for Job Interviews in Human Resources ACL 2025

CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning AAAI 2025

DoubleDipper: Recycling Contexts for Efficient and Attributed In-Context Learning AACL 2025

CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation AAAI 2025

Prompting LLMs: Length Control for Isometric Machine Translation ACL 2025

Beyond Prompt Engineering: A Reinforced Token-Level Input Refinement for Large Language Models AAAI 2025

UTSK25 at WAT2025 Patent Claims Translation/Evaluation Task AACL 2025

Controlling Equational Reasoning in Large Language Models with Prompt Interventions AAAI 2025

NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs ACL 2025

Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025

PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines NAACL 2025

A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization NAACL 2025

In-Context Learning (and Unlearning) of Length Biases NAACL 2025

Substance Beats Style: Why Beginning Students Fail to Code with LLMs NAACL 2025

Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models NAACL 2025

Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts NAACL 2025

Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes NAACL 2025

Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation NAACL 2025

Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting NAACL 2025

DialogGen: Multi-modal Interactive Dialogue System with Multi-turn Text-Image Generation NAACL 2025

How Do Large Language Models Perform in Dynamical System Modeling NAACL 2025

Reflections & Resonance: Two-Agent Partnership for Advancing LLM-based Story Annotation COLING 2024

Non-Referential Functions of Language in Social Agents: The Case of Social Proximity EACL 2024

RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners COLING 2024