← Learning Types
Machine Learning › Learning Types ›

Weakly Supervised Learning

3895 directly classified papers

Papers per year

Papers

BrainT at IEST 2018: Fine-tuning Multiclass Perceptron For Implicit Emotion Classification EMNLP 2018
Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data ACL 2018
DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data ACL 2018
Guess Me if You Can: Acronym Disambiguation for Enterprises ACL 2018
Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning ACL 2018
TALEN: Tool for Annotation of Low-resource ENtities ACL 2018
Training Classifiers with Natural Language Explanations ACL 2018
Temporal Event Knowledge Acquisition via Identifying Narratives ACL 2018
Variable Selection via Penalized Neural Network: a Drop-Out-One Loss Approach ICML 2018
Annotating picture description task responses for content analysis NAACL 2018
Scalable Construction and Reasoning of Massive Knowledge Bases NAACL 2018
A Theory of Learning with Corrupted Labels JMLR 2018
A Lightly Supervised Approach to Detect Stuttering in Children's Speech INTERSPEECH 2018
Preference-Learning with Qualitative Agreement for Sentence Level Emotional Annotations INTERSPEECH 2018
Siamese Recurrent Auto-Encoder Representation for Query-by-Example Spoken Term Detection INTERSPEECH 2018
Time Aggregation Operators for Multi-label Audio Event Detection INTERSPEECH 2018
Denoising and Raw-waveform Networks for Weakly-Supervised Gender Identification on Noisy Speech INTERSPEECH 2018
Comparing the Max and Noisy-Or Pooling Functions in Multiple Instance Learning for Weakly Supervised Sequence Learning Tasks INTERSPEECH 2018
Lightly Supervised vs. Semi-supervised Training of Acoustic Model on Luxembourgish for Low-resource Automatic Speech Recognition INTERSPEECH 2018
Ranking-Based Automatic Seed Selection and Noise Reduction for Weakly Supervised Relation Extraction ACL 2018
Imbalance Learning-based Framework for Fear Recognition in the MediaEval Emotional Impact of Movies Task INTERSPEECH 2018
Multi-Lingual Depression-Level Assessment from Conversational Speech Using Acoustic and Text Features INTERSPEECH 2018
Improvements to an Automated Content Scoring System for Spoken CALL Responses: the ETS Submission to the Second Spoken CALL Shared Task INTERSPEECH 2018
A Laypeople Study on Terminology Identification across Domains and Task Definitions NAACL 2018
Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning COLING 2018