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In-Context Learning

419 directly classified papers

Papers per year

Papers

Transformers as Algorithms: Generalization and Stability in In-context Learning ICML 2023
FusionRetro: Molecule Representation Fusion via In-Context Learning for Retrosynthetic Planning ICML 2023
PFNs4BO: In-Context Learning for Bayesian Optimization ICML 2023
Transformers Learn In-Context by Gradient Descent ICML 2023
Compositional Exemplars for In-context Learning ICML 2023
Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations ACL 2023
ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning ACL 2023
Alfred: A System for Prompted Weak Supervision ACL 2023
Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ACL 2023
Unified Demonstration Retriever for In-Context Learning ACL 2023
Reasoning with Language Model Prompting: A Survey ACL 2023
Towards Zero-Shot Persona Dialogue Generation with In-Context Learning ACL 2023
Complementary Explanations for Effective In-Context Learning ACL 2023
Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023
Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking ACL 2023
Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ACL 2023
Do Large Language Models Know What They Don’t Know? ACL 2023
Augmenting Large Language Model Translators via Translation Memories ACL 2023
On Transferability of Prompt Tuning for Natural Language Processing NAACL 2022
Active Example Selection for In-Context Learning EMNLP 2022
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? EMNLP 2022
Pre-Trained Language Models for Interactive Decision-Making NIPS 2022
MetaICL: Learning to Learn In Context NAACL 2022
Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment COLING 2022
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations EMNLP 2022