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Multi-Task Learning

519 directly classified papers

Papers per year

Papers

On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling EMNLP 2021
Single-dataset Experts for Multi-dataset Question Answering EMNLP 2021
EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering ACL 2021
Knowing the No-match: Entity Alignment with Dangling Cases ACL 2021
Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification EMNLP 2021
MMKE: A Multi-Model Knowledge Extraction System from Unstructured Texts AAAI 2021
Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning (Student Abstract) AAAI 2021
Predicting Mining Industry Accidents with a Multitask Learning Approach AAAI 2021
TempLe: Learning Template of Transitions for Sample Efficient Multi-task RL AAAI 2021
Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021
Turbocharging Treewidth-Bounded Bayesian Network Structure Learning AAAI 2021
FastLAS: Scalable Inductive Logic Programming Incorporating Domain-Specific Optimisation Criteria AAAI 2020
Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning AAAI 2020
Learning from Aggregate Observations NIPS 2020
Zero-Resource Cross-Domain Named Entity Recognition ACL 2020
Exploiting MMD and Sinkhorn Divergences for Fair and Transferable Representation Learning NIPS 2020
Online Multitask Learning with Long-Term Memory NIPS 2020
An Interactive Multi-Task Learning Framework for Next POI Recommendation with Uncertain Check-ins IJCAI 2020
HID: Hierarchical Multiscale Representation Learning for Information Diffusion IJCAI 2020
Learning From Multi-Dimensional Partial Labels IJCAI 2020
Privileged label enhancement with multi-label learning IJCAI 2020
NUIG: Multitasking Self-attention based approach to SigTyp 2020 Shared Task EMNLP 2020
Retrofitting Structure-aware Transformer Language Model for End Tasks EMNLP 2020
Adaptive Adversarial Multi-task Representation Learning ICML 2020
Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering EMNLP 2020