Weakly Supervised Learning

Generative Context Pair Selection for Multi-hop Question Answering EMNLP 2021 Genre as Weak Supervision for Cross-lingual Dependency Parsing EMNLP 2021 GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition EACL 2021 Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction EMNLP 2021 GradingNet: Towards Providing Reliable Supervisions for Weakly Supervised Object Detection by Grading the Box Candidates AAAI 2021 Grafit: Learning Fine-Grained Image Representations With Coarse Labels ICCV 2021 Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation AAAI 2021 Guided Attention Network for Concept Extraction IJCAI 2021 Guided Exploration with Proximal Policy Optimization using a Single Demonstration ICML 2021 Guideline Bias in Wizard-of-Oz Dialogues ACL 2021 Handling Extreme Class Imbalance in Technical Logbook Datasets ACL 2021 Hand-Model-Aware Sign Language Recognition AAAI 2021 HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection AAAI 2021 HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations ACL 2021 Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization ICLR 2021 HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection SemEval 2021 How does a Neural Network's Architecture Impact its Robustness to Noisy Labels? NeurIPS 2021 How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? EMNLP 2021 How Knowledge Graph and Attention Help? A Qualitative Analysis into Bag-level Relation Extraction ACL 2021 How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks EMNLP 2021 Hybrid Estimation for Open-Ended Questions with Early-Age Students’ Block-Based Programming Answers ACML 2021 Hyperparameter Selection for Imitation Learning ICML 2021 Identifying and Benchmarking Natural Out-of-Context Prediction Problems NeurIPS 2021 Identity Unbiased Deception Detection by 2D-to-3D Face Reconstruction WACV 2021 IITK@LCP at SemEval-2021 Task 1: Classification for Lexical Complexity Regression Task SemEval 2021