conftrace_

exemplar selection

19 papers

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Co-occurring keywords

in-context learning (1405) large language model (13587) few-shot learning (3398) object counting (63) incremental learning (278) object detection (2762) zero-shot learning (3650) catastrophic forgetting (958) trace minimization (1) pairwise dissimilarities (1)

Papers

Learning from Imperfect Data: Incremental Learning and Few-shot Learning AAAI 2026
STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment EMNLP 2025
CountSE: Soft Exemplar Open-set Object Counting ICCV 2025
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning ACL 2025
Saama Technologies at SemEval-2025 Task 8: Few-shot prompting with LLM-generated examples for question answering on tabular data ACL 2025
COM-BOM: Bayesian Exemplar Search for Efficiently Exploring the Accuracy-Calibration Pareto Frontier EMNLP 2025
Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars NIPS 2024
EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning EMNLP 2024
Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems EMNLP 2024
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models NAACL 2024
Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System ACL 2024
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models EMNLP 2024
SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA EMNLP 2023
Measuring Pointwise 𝒱-Usable Information In-Context-ly EMNLP 2023
Complementary Explanations for Effective In-Context Learning ACL 2023
Zero-Shot Object Counting CVPR 2023
An Exemplar Selection Algorithm for Native-Nonnative Voice Conversion INTERSPEECH 2021
Mnemonics Training: Multi-Class Incremental Learning Without Forgetting CVPR 2020
Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery NIPS 2012