conftrace_

weak supervision

290 papers

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WS

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weakly supervised learning (1328) text classification (6793) named entity recognition (2813) transfer learning (5449) semi-supervised learning (2341) zero-shot learning (3650) label noise (498) generative model (2892) labeling function (18) data programming (21)

Papers

Beyond Black & White: Leveraging Annotator Disagreement via Soft-Label Multi-Task Learning NAACL 2021
Self-Training with Weak Supervision NAACL 2021
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining ACL 2021
skweak: Weak Supervision Made Easy for NLP ACL 2021
Training Language Models under Resource Constraints for Adversarial Advertisement Detection NAACL 2021
Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems NAACL 2021
Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach NAACL 2021
Generating Query Focused Summaries from Query-Free Resources ACL 2021
Auxiliary Loss Function for Target Speech Extraction and Recognition with Weak Supervision Based on Speaker Characteristics INTERSPEECH 2021
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP 2021
Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator ICCV 2021
How to Save your Annotation Cost for Panoptic Segmentation? AAAI 2021
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering EMNLP 2021
Reference-based Weak Supervision for Answer Sentence Selection using Web Data EMNLP 2021
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data ACL 2021
Extracting Appointment Spans from Medical Conversations NAACL 2021
Weakly supervised discourse segmentation for multiparty oral conversations EMNLP 2021
Expanding End-to-End Question Answering on Differentiable Knowledge Graphs with Intersection EMNLP 2021
Predicting Parking Availability from Mobile Payment Transactions with Positive Unlabeled Learning AAAI 2021
Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans Detection ACL 2021
Bootstrapping a Music Voice Assistant with Weak Supervision NAACL 2021
REMIPS: Physically Consistent 3D Reconstruction of Multiple Interacting People under Weak Supervision NIPS 2021
Annotation Efficient Language Identification from Weak Labels EMNLP 2020
Structured Prediction with Partial Labelling through the Infimum Loss ICML 2020
Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods ICML 2020