Multi-Task Learning

Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition EMNLP 2023 Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule EMNLP 2023 Egocentric Video Task Translation CVPR 2023 Enabling Knowledge Refinement upon New Concepts in Abductive Learning AAAI 2023 Enhanced Multi-Relationships Integration Graph Convolutional Network for Inferring Substitutable and Complementary Items AAAI 2023 Enhancing Continual Relation Extraction via Classifier Decomposition ACL 2023 Enhancing Cross-lingual Transfer via Phonemic Transcription Integration ACL 2023 Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy EMNLP 2023 Estimating Causal Effects using a Multi-task Deep Ensemble ICML 2023 Event Extraction as Question Generation and Answering ACL 2023 Everyone’s Preference Changes Differently: A Weighted Multi-Interest Model For Retrieval ICML 2023 Expertise Trees Resolve Knowledge Limitations in Collective Decision-Making ICML 2023 Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction EMNLP 2023 Exploiting Hierarchically Structured Categories in Fine-grained Chinese Named Entity Recognition ACL 2023 Exploring and Utilizing Pattern Imbalance CVPR 2023 Exploring multi-task learning and data augmentation in dementia detection with self-supervised pretrained models Interspeech 2023 Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction AAAI 2023 Fair and Accurate Decision Making through Group-Aware Learning ICML 2023 FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery AISTATS 2023 FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks CVPR 2023 Federated Generative Model on Multi-Source Heterogeneous Data in IoT AAAI 2023 Federated Multi-Objective Learning NeurIPS 2023 Find-2-Find: Multitask Learning for Anaphora Resolution and Object Localization EMNLP 2023 Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation ACL 2023 Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles AISTATS 2023