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Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach.

, , , , , and . ACL (1), page 2499-2521. Association for Computational Linguistics, (2023)

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Collaborative Sequence Prediction for Sequential Recommender., and . CIKM, page 2239-2242. ACM, (2017)Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning., , , , and . ACL (1), page 745-758. Association for Computational Linguistics, (2022)Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach., , , , , and . CoRR, (2022)Improving Multi-turn Dialogue Modelling with Utterance ReWriter., , , , , , and . ACL (1), page 22-31. Association for Computational Linguistics, (2019)SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup., , and . EMNLP (1), page 8566-8579. Association for Computational Linguistics, (2020)Aligning Large Language Models with Representation Editing: A Control Perspective., , , , , , , , , and . CoRR, (2024)PLaD: Preference-based Large Language Model Distillation with Pseudo-Preference Pairs., , , , , , , , , and . CoRR, (2024)AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models., , , , and . NAACL-HLT, page 1422-1436. Association for Computational Linguistics, (2022)Local Boosting for Weakly-Supervised Learning., , , , and . KDD, page 3364-3375. ACM, (2023)ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval., , , , , and . ACL (Findings), page 11782-11805. Association for Computational Linguistics, (2023)