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Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

Efficient augmentation and relaxation learning for individualized treatment rules using observational data JMLR 2019
ORCA: A Matlab/Octave Toolbox for Ordinal Regression JMLR 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study ACL 2019
Sentiment Tagging with Partial Labels using Modular Architectures ACL 2019
Crowdsourcing and Aggregating Nested Markable Annotations ACL 2019
Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems ACL 2019
Curate and Generate: A Corpus and Method for Joint Control of Semantics and Style in Neural NLG ACL 2019
A Corpus for Reasoning about Natural Language Grounded in Photographs ACL 2019
Incorporating Label Dependencies in Multilabel Stance Detection IJCNLP 2019
Weakly Supervised Attention Networks for Entity Recognition IJCNLP 2019
Unsupervised Cross-Lingual Representation Learning ACL 2019
Is artificial data useful for biomedical Natural Language Processing algorithms? ACL 2019
Learning Explicit and Implicit Structures for Targeted Sentiment Analysis IJCNLP 2019
Weakly Supervised Cross-lingual Semantic Relation Classification via Knowledge Distillation IJCNLP 2019
It’s All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution IJCNLP 2019
Multi-Resolution Weak Supervision for Sequential Data NIPS 2019
Doubly-Robust Lasso Bandit NIPS 2019
Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs IJCNLP 2019
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels IJCNLP 2019
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks ICCV 2019
Learning with Limited Data for Multilingual Reading Comprehension IJCNLP 2019
Detecting and Reducing Bias in a High Stakes Domain EMNLP 2019
Spatial-Temporal Person Re-Identification AAAI 2019
Safeguarded Dynamic Label Regression for Noisy Supervision AAAI 2019
Robust Bayesian and Light Neural Networks for Voice Spoofing Detection INTERSPEECH 2019