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Multi-Task Learning

210 directly classified papers

Papers per year

Papers

Enhanced Multi-Relationships Integration Graph Convolutional Network for Inferring Substitutable and Complementary Items AAAI 2023
Who is Speaking? Speaker-Aware Multiparty Dialogue Act Classification EMNLP 2023
Toward Edge-Efficient Dense Predictions With Synergistic Multi-Task Neural Architecture Search WACV 2023
Graph Mixture of Experts: Learning on Large-Scale Graphs with Explicit Diversity Modeling NIPS 2023
Schema Encoding for Transferable Dialogue State Tracking COLING 2022
Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations EMNLP 2022
Raw High-Definition Radar for Multi-Task Learning CVPR 2022
Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning INTERSPEECH 2022
teamPN at TSAR-2022 Shared Task: Lexical Simplification using Multi-Level and Modular Approach EMNLP 2022
Semantic Segmentation of Legal Documents via Rhetorical Roles EMNLP 2022
Hierarchical Multi-Label Classification of Scientific Documents EMNLP 2022
PILE: Pairwise Iterative Logits Ensemble for Multi-Teacher Labeled Distillation EMNLP 2022
Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding EMNLP 2022
A Structured Span Selector NAACL 2022
Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature COLING 2022
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022
CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue COLING 2022
Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction ACL 2022
On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond NIPS 2022
Hierarchical Modeling for Task Recognition and Action Segmentation in Weakly-Labeled Instructional Videos WACV 2022
Auxiliary tasks to boost Biaffine Semantic Dependency Parsing ACL 2022
Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking ACL 2022
Table-based Fact Verification with Self-adaptive Mixture of Experts ACL 2022
Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization NAACL 2022
Automated Chinese Essay Scoring from Multiple Traits COLING 2022