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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

Multilabel Classification of Persuasion Techniques with self-improving LLM agent: SlavicNLP 2025 Shared Task ACL 2025
MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation COLING 2025
TaCIE: Enhancing Instruction Comprehension in Large Language Models through Task-Centred Instruction Evolution COLING 2025
Automatic Multiple-Choice Question Generation and Evaluation Systems Based on LLM: A Study Case With University Resolutions COLING 2025
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes NAACL 2025
Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection COLING 2025
UnifiedGEC: Integrating Grammatical Error Correction Approaches for Multi-languages with a Unified Framework COLING 2025
HyperHatePrompt: A Hypergraph-based Prompting Fusion Model for Multimodal Hate Detection COLING 2025
Detecting Conversational Mental Manipulation with Intent-Aware Prompting COLING 2025
CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025
RISCORE: Enhancing In-Context Riddle Solving in Language Models through Context-Reconstructed Example Augmentation COLING 2025
Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning COLING 2025
Can We Afford The Perfect Prompt? Balancing Cost and Accuracy with the Economical Prompting Index COLING 2025
Continual Learning Using Only Large Language Model Prompting COLING 2025
Can Large Language Models perform Relation-based Argument Mining? COLING 2025
Ehime-U System with Judge and Refinement, Specialized Prompting, and Few-shot for the Patent Claim Translation Task at WAT 2025 IJCNLP 2025
LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025
EDGE: Efficient Data Selection for LLM Agents via Guideline Effectiveness IJCAI 2025
Overview of BLP-2025 Task 2: Code Generation in Bangla IJCNLP 2025
UTSK25 at WAT2025 Patent Claims Translation/Evaluation Task IJCNLP 2025
Comparative Study of Multilingual Idioms and Similes in Large Language Models COLING 2025
Transforming Code Understanding: Clustering-Based Retrieval for Improved Summarization in Domain-Specific Languages COLING 2025
Automatic Legal Judgment Summarization Using Large Language Models: A Case Study for the JUST-NLP 2025 Shared Task IJCNLP 2025
Ecstasy at BLP-2025 Task 1: TF-IDF Informed Prompt Engineering with LoRA Fine-tuning for Bangla Hate Speech Detection IJCNLP 2025
No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. IJCNLP 2025