in-context learning

EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning NAACL 2024 E-Commerce Product Categorization with LLM-based Dual-Expert Classification Paradigm EMNLP 2024 Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 SemEval 2024 Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries NAACL 2024 Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process EMNLP 2024 Effective In-Context Example Selection through Data Compression ACL 2024 Effectiveness of Scalable Monolingual Data and Trigger Words Prompting on Cross-Lingual Emotion Detection Task ACL 2024 Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning ACL 2024 Efficient Prompt Optimization Through the Lens of Best Arm Identification NeurIPS 2024 Eliciting Better Multilingual Structured Reasoning from LLMs through Code ACL 2024 Emergent Abilities in Reduced-Scale Generative Language Models NAACL 2024 EM_Mixers at MEDIQA-CORR 2024: Knowledge-Enhanced Few-Shot In-Context Learning for Medical Error Detection and Correction NAACL 2024 EmpCRL: Controllable Empathetic Response Generation via In-Context Commonsense Reasoning and Reinforcement Learning COLING 2024 Empowering Multi-step Reasoning across Languages via Program-Aided Language Models EMNLP 2024 Encoding Spreadsheets for Large Language Models EMNLP 2024 Enhancing Advanced Visual Reasoning Ability of Large Language Models EMNLP 2024 Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective NeurIPS 2024 Enhancing In-Context Learning via Implicit Demonstration Augmentation ACL 2024 Enhancing In-context Learning via Linear Probe Calibration AISTATS 2024 Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data COLING 2024 Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition EMNLP 2024 Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning ACL 2024 Enhancing Tool Retrieval with Iterative Feedback from Large Language Models EMNLP 2024 EPIC: Effective Prompting for Imbalanced-Class Data Synthesis in Tabular Data Classification via Large Language Models NeurIPS 2024 ESG Classification by Implicit Rule Learning via GPT-4 COLING 2024