Multi-Task Learning

Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations ACL 2019 Turbo Learning Framework for Human-Object Interactions Recognition and Human Pose Estimation AAAI 2019 Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach CVPR 2019 Weakly-Supervised Hierarchical Text Classification AAAI 2019 Weakly Supervised Image Classification Through Noise Regularization CVPR 2019 What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment CVPR 2019 Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations EMNLP 2019 Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference AAAI 2019 2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning CVPR 2018 A Case Study on Learning a Unified Encoder of Relations EMNLP 2018 Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation ACL 2018 Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data CVPR 2018 Adversarial Training for Multi-task and Multi-lingual Joint Modeling of Utterance Intent Classification EMNLP 2018 A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ACL 2018 A Multi-task Approach to Learning Multilingual Representations ACL 2018 Analyzing Learned Representations of a Deep ASR Performance Prediction Model EMNLP 2018 An End-to-End Multi-task Learning Model for Fact Checking EMNLP 2018 A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss ACL 2018 Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering ICLR 2018 Character-level Supervision for Low-resource POS Tagging ACL 2018 Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning ACL 2018 Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation NeurIPS 2018 Cross-topic Argument Mining from Heterogeneous Sources EMNLP 2018 Detect-and-Track: Efficient Pose Estimation in Videos CVPR 2018 Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding EMNLP 2018