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Weakly Supervised Learning

3,895 papers

Papers per year

Papers

Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals EMNLP 2022
WeDef: Weakly Supervised Backdoor Defense for Text Classification EMNLP 2022
Unsupervised Term Extraction for Highly Technical Domains EMNLP 2022
SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content EMNLP 2022
SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale EMNLP 2022
Learning Geolocations for Cold-Start and Hard-to-Resolve Addresses via Deep Metric Learning EMNLP 2022
Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction EMNLP 2022
End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English EMNLP 2022
Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering EMNLP 2022
Seeded Hierarchical Clustering for Expert-Crafted Taxonomies EMNLP 2022
Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification EMNLP 2022
HARALD: Augmenting Hate Speech Data Sets with Real Data EMNLP 2022
Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling EMNLP 2022
SepLL: Separating Latent Class Labels from Weak Supervision Noise EMNLP 2022
LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification EMNLP 2022
Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game EMNLP 2022
PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text EMNLP 2022
Weakly Supervised Headline Dependency Parsing EMNLP 2022
Multiple Instance Learning for Offensive Language Detection EMNLP 2022
That’s so cute!: The CARE Dataset for Affective Response Detection EMNLP 2022
Crowdsourcing Preposition Sense Disambiguation with High Precision via a Priming Task EMNLP 2022
A Gamified Approach to Frame Semantic Role Labeling EMNLP 2022
Partially Humanizing Weak Supervision: Towards a Better Low Resource Pipeline for Spoken Language Understanding EMNLP 2022
How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction EMNLP 2022
AdaK-NER: An Adaptive Top-K Approach for Named Entity Recognition with Incomplete Annotations EMNLP 2022