few-shot prompting

UTSA-NLP at ArchEHR-QA 2025: Improving EHR Question Answering via Self-Consistency Prompting ACL 2025 Visibility as Survival: Generalizing NLP for Native Alaskan Language Identification ACL 2025 Webis at CQs-Gen 2025: Prompting and Reranking for Critical Questions ACL 2025 What Is a Good Question? Assessing Question Quality via Meta-Fact Checking AAAI 2025 WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment AAAI 2025 A Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation EACL 2024 ADELT: Transpilation between Deep Learning Frameworks IJCAI 2024 Annotation and Classification of Relevant Clauses in Terms-and-Conditions Contracts COLING 2024 A Prompting Assignment for Exploring Pretrained LLMs ACL 2024 Automated Sentence Generation for a Spaced Repetition Software NAACL 2024 Better Synthetic Data by Retrieving and Transforming Existing Datasets ACL 2024 Beyond Performance: Quantifying and Mitigating Label Bias in LLMs NAACL 2024 Can LLMs Learn from Previous Mistakes? Investigating LLMs’ Errors to Boost for Reasoning ACL 2024 Chitchat as Interference: Adding User Backstories to Task-Oriented Dialogues COLING 2024 ClusterCore at SemEval-2024 Task 7: Few Shot Prompting With Large Language Models for Numeral-Aware Headline Generation SemEval 2024 CorrSynth - A Correlated Sampling Method for Diverse Dataset Generation from LLMs EMNLP 2024 Customizing Language Model Responses with Contrastive In-Context Learning AAAI 2024 DaVinci at SemEval-2024 Task 9: Few-shot prompting GPT-3.5 for Unconventional Reasoning SemEval 2024 DeakinNLP at BioLaySumm: Evaluating Fine-tuning Longformer and GPT-4 Prompting for Biomedical Lay Summarization ACL 2024 Deep Learning Based Named Entity Recognition Models for Recipes COLING 2024 Do LLMs Overcome Shortcut Learning? An Evaluation of Shortcut Challenges in Large Language Models EMNLP 2024 DSPy: Compiling Declarative Language Model Calls into State-of-the-Art Pipelines ICLR 2024 EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning NAACL 2024 ECR-Chain: Advancing Generative Language Models to Better Emotion-Cause Reasoners through Reasoning Chains IJCAI 2024 E-EVAL: A Comprehensive Chinese K-12 Education Evaluation Benchmark for Large Language Models ACL 2024