Multi-Task Learning

Hierarchical Representation-based Dynamic Reasoning Network for Biomedical Question Answering COLING 2022 Hierarchical Tagger with Multi-task Learning for Cross-domain Slot Filling Interspeech 2022 How Well Do Multi-hop Reading Comprehension Models Understand Date Information? AACL 2022 Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction AAAI 2022 HyperPrompt: Prompt-based Task-Conditioning of Transformers ICML 2022 Impact of Acoustic Event Tagging on Scene Classification in a Multi-Task Learning Framework Interspeech 2022 Improving Arabic Diacritization by Learning to Diacritize and Translate ACL 2022 Improving ASR Robustness in Noisy Condition Through VAD Integration Interspeech 2022 Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity EMNLP 2022 Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022 Improving Evidential Deep Learning via Multi-Task Learning AAAI 2022 Improving information fusion on multimodal clinical data in classification settings EMNLP 2022 Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks EMNLP 2022 Improving Mandarin Prosodic Structure Prediction with Multi-level Contextual Information Interspeech 2022 Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model ACL 2022 Improving Multi-Task Generalization via Regularizing Spurious Correlation NeurIPS 2022 Improving Multi-task Stance Detection with Multi-task Interaction Network EMNLP 2022 Improving Policy Optimization with Generalist-Specialist Learning ICML 2022 Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning WACV 2022 Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding EMNLP 2022 Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022 Incremental Intent Detection for Medical Domain with Contrast Replay Networks ACL 2022 In Defense of the Unitary Scalarization for Deep Multi-Task Learning NeurIPS 2022 Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings Interspeech 2022 Integrative Few-Shot Learning for Classification and Segmentation CVPR 2022