← Learning Types
Machine Learning › Learning Types ›

In-Context Learning

419 directly classified papers

Papers per year

Papers

Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting EMNLP 2023
Crosslingual Retrieval Augmented In-context Learning for Bangla EMNLP 2023
Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning EMNLP 2023
Measuring Pointwise 𝒱-Usable Information In-Context-ly EMNLP 2023
ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook EMNLP 2023
Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023
Improving Input-label Mapping with Demonstration Replay for In-context Learning EMNLP 2023
Is GPT-4 a Good Data Analyst? EMNLP 2023
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation EMNLP 2023
Diverse Demonstrations Improve In-context Compositional Generalization ACL 2023
The Transient Nature of Emergent In-Context Learning in Transformers NIPS 2023
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023
Gradually Excavating External Knowledge for Implicit Complex Question Answering EMNLP 2023
In-Context Meta-Learning vs. Semantic Score-Based Similarity: A Comparative Study in Arabic Short Answer Grading EMNLP 2023
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models IJCNLP 2023
Team NLLG submission for Eval4NLP 2023 Shared Task: Retrieval-Augmented In-Context Learning for NLG Evaluation IJCNLP 2023
Back to the Future: Toward a Hybrid Architecture for Ad Hoc Teamwork AAAI 2023
Online Symbolic Regression with Informative Query AAAI 2023
Prompting Neural Machine Translation with Translation Memories AAAI 2023
Z-ICL: Zero-Shot In-Context Learning with Pseudo-Demonstrations ACL 2023
Few-shot In-context Learning on Knowledge Base Question Answering ACL 2023
Fact-Checking Complex Claims with Program-Guided Reasoning ACL 2023
Answering Ambiguous Questions via Iterative Prompting ACL 2023
How Do In-Context Examples Affect Compositional Generalization? ACL 2023
Looped Transformers as Programmable Computers ICML 2023