multi-task learning

Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation NAACL 2022 Let the Model Decide its Curriculum for Multitask Learning NAACL 2022 LILA: A Unified Benchmark for Mathematical Reasoning EMNLP 2022 LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization COLING 2022 LITE: Intent-based Task Representation Learning Using Weak Supervision NAACL 2022 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 M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design NeurIPS 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 MAML and ANIL Provably Learn Representations ICML 2022 Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays NAACL 2022 MDCSpell: A Multi-task Detector-Corrector Framework for Chinese Spelling Correction ACL 2022 Measuring the Language of Self-Disclosure across Corpora ACL 2022 MetaICL: Learning to Learn In Context NAACL 2022 Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification AACL 2022 MetaWeighting: Learning to Weight Tasks in Multi-Task Learning ACL 2022 MIC: A Multi-task Interactive Curation Tool EMNLP 2022 MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning EMNLP 2022 Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization COLING 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 MT3: Multi-Task Multitrack Music Transcription ICLR 2022