In-Context Learning

Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding EMNLP 2023 Augmenting Large Language Model Translators via Translation Memories ACL 2023 Automated Few-Shot Classification with Instruction-Finetuned Language Models EMNLP 2023 Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data EMNLP 2023 Back to the Future: Toward a Hybrid Architecture for Ad Hoc Teamwork AAAI 2023 BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions EMNLP 2023 Can In-context Learners Learn a Reasoning Concept from Demonstrations? ACL 2023 Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction EMNLP 2023 Complementary Explanations for Effective In-Context Learning ACL 2023 Compositional Exemplars for In-context Learning ICML 2023 Coverage-based Example Selection for In-Context Learning EMNLP 2023 Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages EMNLP 2023 Crosslingual Retrieval Augmented In-context Learning for Bangla EMNLP 2023 CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation EMNLP 2023 Data Curation Alone Can Stabilize In-context Learning ACL 2023 Demystifying Prompts in Language Models via Perplexity Estimation EMNLP 2023 Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning NeurIPS 2023 Diverse Demonstrations Improve In-context Compositional Generalization ACL 2023 Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking ACL 2023 Do Large Language Models Know What They Don’t Know? ACL 2023 Empowering Conversational Agents using Semantic In-Context Learning ACL 2023 Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs EMNLP 2023 Estimating Large Language Model Capabilities without Labeled Test Data EMNLP 2023 Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting EMNLP 2023 Exploring Chain of Thought Style Prompting for Text-to-SQL EMNLP 2023