in-context learning

QCon at SemEval-2023 Task 10: Data Augmentation and Model Ensembling for Detection of Online Sexism SemEval 2023 QUDeval: The Evaluation of Questions Under Discussion Discourse Parsing EMNLP 2023 RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation ACL 2023 Reasoning with Language Model Prompting: A Survey ACL 2023 Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models EMNLP 2023 Remember what you did so you know what to do next EMNLP 2023 Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process EMNLP 2023 Resources and Few-shot Learners for In-context Learning in Slavic Languages EACL 2023 Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale ACL 2023 Retrieval-Augmented Multimodal Language Modeling ICML 2023 Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evaluations NeurIPS 2023 Robustness of Named-Entity Replacements for In-Context Learning EMNLP 2023 Schema-learning and rebinding as mechanisms of in-context learning and emergence NeurIPS 2023 ScoNe: Benchmarking Negation Reasoning in Language Models With Fine-Tuning and In-Context Learning ACL 2023 SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA EMNLP 2023 SegGPT: Towards Segmenting Everything in Context ICCV 2023 Selective Annotation Makes Language Models Better Few-Shot Learners ICLR 2023 Selective Demonstrations for Cross-domain Text-to-SQL EMNLP 2023 Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ACL 2023 Self-Criticism: Aligning Large Language Models with their Understanding of Helpfulness, Honesty, and Harmlessness EMNLP 2023 Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations EMNLP 2023 Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning EMNLP 2023 Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking EMNLP 2023 Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models EMNLP 2023 SINC: Self-Supervised In-Context Learning for Vision-Language Tasks ICCV 2023