Multi-Task Learning

Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task Learning COLING 2020 Reinforced Multi-task Approach for Multi-hop Question Generation COLING 2020 Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks AAAI 2020 Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis ACL 2020 Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks AAAI 2020 Response Selection for Multi-Party Conversations with Dynamic Topic Tracking EMNLP 2020 Retrofitting Structure-aware Transformer Language Model for End Tasks EMNLP 2020 RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework AAAI 2020 RTM Ensemble Learning Results at Quality Estimation Task EMNLP 2020 Rumor Detection on Twitter Using Multiloss Hierarchical BiLSTM with an Attenuation Factor AACL 2020 Scalable Feature Selection for (Multitask) Gradient Boosted Trees AISTATS 2020 SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations ACL 2020 Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization CVPR 2020 Segment-Level Effects of Gender, Nationality and Emotion Information on Text-Independent Speaker Verification Interspeech 2020 Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents AAAI 2020 Semi-supervised Multi-task Learning for Multi-label Fine-grained Sexism Classification COLING 2020 SentiRec: Sentiment Diversity-aware Neural News Recommendation AACL 2020 Sequential Mastery of Multiple Visual Tasks: Networks Naturally Learn to Learn and Forget to Forget CVPR 2020 Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events EMNLP 2020 Simple Compounded-Label Training for Fact Extraction and Verification ACL 2020 Simple Hierarchical Multi-Task Neural End-To-End Entity Linking for Biomedical Text EMNLP 2020 Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language ACL 2020 Sound Event Localization and Detection Based on Multiple DOA Beamforming and Multi-Task Learning Interspeech 2020 SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction ACL 2020 Staged Knowledge Distillation for End-to-End Dysarthric Speech Recognition and Speech Attribute Transcription Interspeech 2020