conftrace_

labeling function

18 papers

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Also known as

LF

Co-occurring keywords

weak supervision (290) weakly supervised learning (1328) text classification (6793) data programming (21) named entity recognition (2813) generative model (2892) label aggregation (61) label noise (498) transfer learning (5449) variational inference (2069)

Papers

Leveraging Instance Features for Label Aggregation in Programmatic Weak Supervision AISTATS 2023
SWEET - Weakly Supervised Person Name Extraction for Fighting Human Trafficking EMNLP 2023
ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision EMNLP 2023
Programmable Annotation with Diversed Heuristics and Data Denoising COLING 2022
Automatic Synthesis of Diverse Weak Supervision Sources for Behavior Analysis CVPR 2022
SepLL: Separating Latent Class Labels from Weak Supervision Noise EMNLP 2022
Learning to Robustly Aggregate Labeling Functions for Semi-supervised Data Programming ACL 2022
Firebolt: Weak Supervision Under Weaker Assumptions AISTATS 2022
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels NIPS 2022
Constrained labeling for weakly supervised learning UAI 2021
KnowMAN: Weakly Supervised Multinomial Adversarial Networks EMNLP 2021
skweak: Weak Supervision Made Easy for NLP ACL 2021
Iterative Data Programming for Expanding Text Classification Corpora AAAI 2020
Robust Data Programming with Precision-guided Labeling Functions AAAI 2020
Named Entity Recognition without Labelled Data: A Weak Supervision Approach ACL 2020
Ruler: Data Programming by Demonstration for Document Labeling EMNLP 2020
Training Classifiers with Natural Language Explanations ACL 2018
Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data CVPR 2018