In-Context Learning

Exploring the Impact of Transliteration on NLP Performance: Treating Maltese as an Arabic Dialect ACL 2023 ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook EMNLP 2023 Extractive Summarization via ChatGPT for Faithful Summary Generation EMNLP 2023 Fact-Checking Complex Claims with Program-Guided Reasoning ACL 2023 Failures Pave the Way: Enhancing Large Language Models through Tuning-free Rule Accumulation EMNLP 2023 Few-shot In-context Learning on Knowledge Base Question Answering ACL 2023 Finding Support Examples for In-Context Learning EMNLP 2023 FinePrompt: Unveiling the Role of Finetuned Inductive Bias on Compositional Reasoning in GPT-4 EMNLP 2023 From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction EMNLP 2023 FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning ICML 2023 Generative Calibration for In-context Learning EMNLP 2023 Gradually Excavating External Knowledge for Implicit Complex Question Answering EMNLP 2023 How Do In-Context Examples Affect Compositional Generalization? ACL 2023 How Many Demonstrations Do You Need for In-context Learning? EMNLP 2023 Improving Input-label Mapping with Demonstration Replay for In-context Learning EMNLP 2023 Improving Neural Machine Translation by Multi-Knowledge Integration with Prompting EMNLP 2023 In-Context Learning Creates Task Vectors EMNLP 2023 In-Context Learning for Text Classification with Many Labels EMNLP 2023 In-Context Meta-Learning vs. Semantic Score-Based Similarity: A Comparative Study in Arabic Short Answer Grading EMNLP 2023 Information Extraction from Legal Wills: How Well Does GPT-4 Do? EMNLP 2023 Instruction Induction: From Few Examples to Natural Language Task Descriptions ACL 2023 Is GPT-4 a Good Data Analyst? EMNLP 2023 KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion EMNLP 2023 LambdaBeam: Neural Program Search with Higher-Order Functions and Lambdas NeurIPS 2023 Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023