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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Improving Neural Story Generation by Targeted Common Sense Grounding IJCNLP 2019
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation ACL 2019
Deep Ordinal Regression for Pledge Specificity Prediction IJCNLP 2019
Generative Adversarial Positive-Unlabelled Learning IJCAI 2018
CAGAN: Consistent Adversarial Training Enhanced GANs IJCAI 2018
Adaptive Graph Guided Embedding for Multi-label Annotation IJCAI 2018
Trajectory-User Linking via Variational AutoEncoder IJCAI 2018
Automatic Opioid User Detection from Twitter: Transductive Ensemble Built on Different Meta-graph Based Similarities over Heterogeneous Information Network IJCAI 2018
CARER: Contextualized Affect Representations for Emotion Recognition EMNLP 2018
Domain Adaptation with Adversarial Training and Graph Embeddings ACL 2018
Ling@CASS Solution to the NLP-TEA CGED Shared Task 2018 ACL 2018
Lightly Supervised vs. Semi-supervised Training of Acoustic Model on Luxembourgish for Low-resource Automatic Speech Recognition INTERSPEECH 2018
Strong Baselines for Neural Semi-Supervised Learning under Domain Shift ACL 2018
Semi-Supervised Learning on Data Streams via Temporal Label Propagation ICML 2018
A Comparison of Character Neural Language Model and Bootstrapping for Language Identification in Multilingual Noisy Texts NAACL 2018
Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning IJCAI 2018
Aggression Detection in Social Media: Using Deep Neural Networks, Data Augmentation, and Pseudo Labeling COLING 2018
Simple and Effective Semi-Supervised Question Answering NAACL 2018
Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset NAACL 2018
Semi-Supervised Disfluency Detection COLING 2018
Human Needs Categorization of Affective Events Using Labeled and Unlabeled Data NAACL 2018
Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm Design ICML 2018
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval ACL 2018
Lightweight Label Propagation for Large-Scale Network Data IJCAI 2018
Semi-Supervised Optimal Margin Distribution Machines IJCAI 2018