in-context learning

Skill-Based Few-Shot Selection for In-Context Learning EMNLP 2023 Sociocultural Norm Similarities and Differences via Situational Alignment and Explainable Textual Entailment EMNLP 2023 SPRING: Studying Papers and Reasoning to play Games NeurIPS 2023 SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data EMNLP 2023 Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking EACL 2023 Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings EMNLP 2023 Statistical Foundations of Prior-Data Fitted Networks ICML 2023 Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning EMNLP 2023 Structured State Space Models for In-Context Reinforcement Learning NeurIPS 2023 Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation EMNLP 2023 Subject-driven Text-to-Image Generation via Apprenticeship Learning NeurIPS 2023 SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization ACL 2023 Supervised Pretraining Can Learn In-Context Reinforcement Learning NeurIPS 2023 Symbolization, Prompt, and Classification: A Framework for Implicit Speaker Identification in Novels EMNLP 2023 Symbol tuning improves in-context learning in language models EMNLP 2023 TART: A plug-and-play Transformer module for task-agnostic reasoning NeurIPS 2023 Task Ambiguity in Humans and Language Models ICLR 2023 Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023 TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction EMNLP 2023 Team NLLG submission for Eval4NLP 2023 Shared Task: Retrieval-Augmented In-Context Learning for NLG Evaluation AACL 2023 Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning EMNLP 2023 Text Classification via Large Language Models EMNLP 2023 The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023 The Clock and the Pizza: Two Stories in Mechanistic Explanation of Neural Networks NeurIPS 2023 The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation EMNLP 2023