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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

THMA: Tencent HD Map AI System for Creating HD Map Annotations AAAI 2023
Low-Resource Personal Attribute Prediction from Conversations AAAI 2023
BiRDy: Bullying Role Detection in Multi-Party Chats AAAI 2023
Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning AAAI 2023
fmLRE: A Low-Resource Relation Extraction Model Based on Feature Mapping Similarity Calculation AAAI 2023
Expert Data Augmentation in Imitation Learning (Student Abstract) AAAI 2023
Ordinal Programmatic Weak Supervision and Crowdsourcing for Estimating Cognitive States (Student Abstract) AAAI 2023
Toward a Perspectivist Turn in Ground Truthing for Predictive Computing AAAI 2023
GradPU: Positive-Unlabeled Learning via Gradient Penalty and Positive Upweighting AAAI 2023
Target-Free Text-Guided Image Manipulation AAAI 2023
Generalizing Math Word Problem Solvers via Solution Diversification AAAI 2023
CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels ACL 2023
Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training ACL 2023
Targeted Data Generation: Finding and Fixing Model Weaknesses ACL 2023
Open Set Relation Extraction via Unknown-Aware Training ACL 2023
A Novel Table-to-Graph Generation Approach for Document-Level Joint Entity and Relation Extraction ACL 2023
Annotation-Inspired Implicit Discourse Relation Classification with Auxiliary Discourse Connective Generation ACL 2023
Robust Learning for Multi-party Addressee Recognition with Discrete Addressee Codebook ACL 2023
Which Spurious Correlations Impact Reasoning in NLI Models? A Visual Interactive Diagnosis through Data-Constrained Counterfactuals ACL 2023
Alfred: A System for Prompted Weak Supervision ACL 2023
Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog ACL 2023
Weakly supervised hierarchical multi-task classification of customer questions ACL 2023
Eliciting Affective Events from Language Models by Multiple View Co-prompting ACL 2023
Which Examples Should be Multiply Annotated? Active Learning When Annotators May Disagree ACL 2023
“Geen makkie”: Interpretable Classification and Simplification of Dutch Text Complexity ACL 2023