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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

Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles EMNLP 2025
ZERA: Zero-init Instruction Evolving Refinement Agent – From Zero Instructions to Structured Prompts via Principle-based Optimization EMNLP 2025
Enhanced Noun-Noun Compound Interpretation through Textual Enrichment EMNLP 2025
Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025
DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning EMNLP 2025
PromptSuite: A Task-Agnostic Framework for Multi-Prompt Generation EMNLP 2025
Auto prompting without training labels: An LLM cascade for product quality assessment in e-commerce catalogs EMNLP 2025
Can Uniform Meaning Representation Help GPT-4 Translate from Indigenous Languages? ACL 2025
Are Optimal Algorithms Still Optimal? Rethinking Sorting in LLM-Based Pairwise Ranking with Batching and Caching ACL 2025
Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs NAACL 2025
DNB-AI-Project at SemEval-2025 Task 5: An LLM-Ensemble Approach for Automated Subject Indexing SEMEVAL 2025
LLM as a Broken Telephone: Iterative Generation Distorts Information ACL 2025
UnifiedGEC: Integrating Grammatical Error Correction Approaches for Multi-languages with a Unified Framework COLING 2025
Finetuning LLMs for EvaCun 2025 token prediction shared task NAACL 2025
Overview of the ClinIQLink 2025 Shared Task on Medical Question-Answering ACL 2025
English as Defense Proxy: Mitigating Multilingual Jailbreak via Eliciting English Safety Knowledge EMNLP 2025
S2LPP: Small-to-Large Prompt Prediction across LLMs EMNLP 2025
A Low-Shot Prompting Approach to Lemmatization in the EvaCun 2025 Shared Task NAACL 2025
No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. AACL 2025
A Detailed Factor Analysis for the Political Compass Test: Navigating Ideologies of Large Language Models AACL 2025
The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs ACL 2025
Preliminary Evaluation of an Open-Source LLM for Lay Translation of German Clinical Documents NAACL 2025
Detecting Conversational Mental Manipulation with Intent-Aware Prompting COLING 2025
Comparative Study of Multilingual Idioms and Similes in Large Language Models COLING 2025
The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language Models NAACL 2025