conftrace_

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14 papers

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Co-occurring keywords

semi-supervised learning (2341) text classification (6793) few-shot learning (3398) data augmentation (3052) transfer learning (5449) minimal supervision (6) crowd worker (4) api-based embedding (1) parameter-free regularizer (1) fisher-rao loss (1)

Papers

STAR: Self-Automated Back-Querying for Production Data Generation IJCNLP 2025
Data Augmentation with Diffusion for Open-Set Semi-Supervised Learning NIPS 2024
A Survey of Data-Efficient Graph Learning IJCAI 2024
Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models EMNLP 2023
Can semi-supervised learning use all the data effectively? A lower bound perspective NIPS 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data EMNLP 2023
A Few More Examples May Be Worth Billions of Parameters EMNLP 2022
Can Yes-No Question-Answering Models be Useful for Few-Shot Metaphor Detection? EMNLP 2022
Minimal Supervision for Morphological Inflection EMNLP 2021
Do Not Have Enough Data? Deep Learning to the Rescue! AAAI 2020
Reactive Supervision: A New Method for Collecting Sarcasm Data EMNLP 2020
Commonsense about Human Senses: Labeled Data Collection Processes EMNLP 2019
Multi-task Learning with Labeled and Unlabeled Tasks ICML 2017
Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing JMLR 2016