few-shot prompting

GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ACL 2025 Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding EMNLP 2025 HELMET: How to Evaluate Long-context Models Effectively and Thoroughly ICLR 2025 HIT-YOU at TSAR 2025 Shared Task Leveraging Similarity-Based Few-Shot Prompting, Round-Trip Translation, and Self-Refinement for Readability-Controlled Text Simplification EMNLP 2025 Improving Sentiment Analysis for Ukrainian Social Media Code-Switching Data ACL 2025 Investigating Large Language Models for Text-to-SPARQL Generation NAACL 2025 IUST_Champs at SemEval-2025 Task 8: Structured Prompting and Retry Policy for Tabular Question Answering SemEval 2025 LangMark: A Multilingual Dataset for Automatic Post-Editing ACL 2025 Leveraging Dictionaries and Grammar Rules for the Creation of Educational Materials for Indigenous Languages NAACL 2025 LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning ACL 2025 LLMSR@XLLM25: Integrating Reasoning Prompt Strategies with Structural Prompt Formats for Enhanced Logical Inference ACL 2025 NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative ICLR 2025 Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering ACL 2025 NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs SemEval 2025 OPI-DRO-HEL at at SemEval-2025 Task 11: Few-shot prompting for Text-based Emotion Recognition SemEval 2025 Parsing the Switch: LLM-Based UD Annotation for Complex Code-Switched and Low-Resource Languages EMNLP 2025 Prompting LLMs: Length Control for Isometric Machine Translation ACL 2025 Rapport-Building Dialogue Strategies for Deeper Connection: Integrating Proactive Behavior, Personalization, and Aizuchi Backchannels Interspeech 2025 Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data SemEval 2025 SpeechEE@XLLM25: Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction ACL 2025 SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning NAACL 2025 Synthetic Data Generation Using Large Language Models for Financial Question Answering COLING 2025 TORSO: Template-Oriented Reasoning Towards General Tasks EMNLP 2025 TriLLaMa at CQs-Gen 2025: A Two-Stage LLM-Based System for Critical Question Generation ACL 2025 Truth, Trust, and Trouble: Medical AI on the Edge EMNLP 2025