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Multi-Task Learning

210 directly classified papers

Papers per year

Papers

Automated Chinese Essay Scoring from Multiple Traits COLING 2022
Augmenting Legal Judgment Prediction with Contrastive Case Relations COLING 2022
Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations EMNLP 2022
Hierarchical Multi-Label Classification of Scientific Documents EMNLP 2022
Terrace-based Food Counting and Segmentation AAAI 2021
Learning Zero-Shot Multifaceted Visually Grounded Word Embeddings via Multi-Task Training EMNLP 2021
Learning With Privileged Tasks ICCV 2021
Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training AAAI 2021
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework EMNLP 2021
LIORI at SemEval-2021 Task 8: Ask Transformer for measurements SEMEVAL 2021
Distributionally Robust Optimization for Deep Kernel Multiple Instance Learning AISTATS 2021
mvlearn: Multiview Machine Learning in Python JMLR 2021
Multi-Task Knowledge Distillation for Eye Disease Prediction WACV 2021
Temporally Correlated Task Scheduling for Sequence Learning ICML 2021
Transfer Learning via Optimal Transportation for Integrative Cancer Patient Stratification IJCAI 2021
Improving the Efficiency and Effectiveness for BERT-based Entity Resolution AAAI 2021
From None to Severe: Predicting Severity in Movie Scripts EMNLP 2021
Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event EMNLP 2021
Re-entry Prediction for Online Conversations via Self-Supervised Learning EMNLP 2021
Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification EMNLP 2021
Improving Dialogue State Tracking by Joint Slot Modeling EMNLP 2021
Conflict-Averse Gradient Descent for Multi-task learning NIPS 2021
RevMan: Revenue-aware Multi-task Online Insurance Recommendation AAAI 2021
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing AAAI 2021
Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs AAAI 2021