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Weakly Supervised Learning

3,895 papers

Papers per year

Papers

Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data AAAI 2022
On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations AAAI 2022
Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks AAAI 2022
Noise-Robust Learning from Multiple Unsupervised Sources of Inferred Labels AAAI 2022
GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation AAAI 2022
Diagnostics-Guided Explanation Generation AAAI 2022
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss AAAI 2022
Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation AAAI 2022
Minimally-Supervised Joint Learning of Event Volitionality and Subject Animacy Classification AAAI 2022
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text AAAI 2022
Entailment Relation Aware Paraphrase Generation AAAI 2022
A Label Dependence-Aware Sequence Generation Model for Multi-Level Implicit Discourse Relation Recognition AAAI 2022
Idiomatic Expression Paraphrasing without Strong Supervision AAAI 2022
Interpretable Low-Resource Legal Decision Making AAAI 2022
Investigations of Performance and Bias in Human-AI Teamwork in Hiring AAAI 2022
A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) AAAI 2022
Tracking Down Misguiding Terms for Locating Bugs in Deep Learning-Based Software (Student Abstract) AAAI 2022
Crowdsourcing with Meta-Knowledge Transfer (Student Abstract) AAAI 2022
Enhance Weakly-Supervised Aspect Detection with External Knowledge (Student Abstract) AAAI 2022
PInKS: Preconditioned Commonsense Inference with Minimal Supervision AACL 2022
Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification AACL 2022
How to tackle an emerging topic? Combining strong and weak labels for Covid news NER AACL 2022
NLPSharedTasks: A Corpus of Shared Task Overview Papers in Natural Language Processing Domains AACL 2022
Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering ACL 2022
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning ACL 2022