Multi-Task Learning

Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases COLING 2022 Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing NeurIPS 2022 LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking NAACL 2022 MaChAmp at SemEval-2022 Tasks 2, 3, 4, 6, 10, 11, and 12: Multi-task Multi-lingual Learning for a Pre-selected Set of Semantic Datasets SemEval 2022 Machine Learning for Utility Prediction in Argument-Based Computational Persuasion AAAI 2022 Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays NAACL 2022 MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction EMNLP 2022 MDCSpell: A Multi-task Detector-Corrector Framework for Chinese Spelling Correction ACL 2022 Measuring the Language of Self-Disclosure across Corpora ACL 2022 MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning CVPR 2022 MetaWeighting: Learning to Weight Tasks in Multi-Task Learning ACL 2022 MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective EMNLP 2022 Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction NAACL 2022 Module-Aware Optimization for Auxiliary Learning NeurIPS 2022 Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks ICML 2022 monoQA: Multi-Task Learning of Reranking and Answer Extraction for Open-Retrieval Conversational Question Answering EMNLP 2022 MTI-Net: A Multi-Target Speech Intelligibility Prediction Model Interspeech 2022 MTRec: Multi-Task Learning over BERT for News Recommendation ACL 2022 Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization NeurIPS 2022 MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting NAACL 2022 Multi-Corpus Speech Emotion Recognition for Unseen Corpus Using Corpus-Wise Weights in Classification Loss Interspeech 2022 Multi-Critic Actor Learning: Teaching RL Policies to Act with Style ICLR 2022 Multi-dataset Training of Transformers for Robust Action Recognition NeurIPS 2022 Multi-Dimensional Prediction of Guild Health in Online Games: A Stability-Aware Multi-Task Learning Approach AAAI 2022 Multi-Domain Semantic Segmentation With Overlapping Labels WACV 2022