Multi-Task Learning

SAIDS: A Novel Approach for Sentiment Analysis Informed of Dialect and Sarcasm EMNLP 2022 Samsung Research Philippines - Datasaur AI’s Submission for the WMT22 Large Scale Multilingual Translation Task EMNLP 2022 SAQAM: Spatial Audio Quality Assessment Metric Interspeech 2022 Scheduled Multi-task Learning for Neural Chat Translation ACL 2022 Section Classification in Clinical Notes with Multi-task Transformers EMNLP 2022 Selecting Stickers in Open-Domain Dialogue through Multitask Learning ACL 2022 Semantic Segmentation of Legal Documents via Rhetorical Roles EMNLP 2022 Shape-Adaptive Selection and Measurement for Oriented Object Detection AAAI 2022 SHARE: a System for Hierarchical Assistive Recipe Editing EMNLP 2022 Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative ICLR 2022 Specializing Multi-domain NMT via Penalizing Low Mutual Information EMNLP 2022 Speech Emotion: Investigating Model Representations, Multi-Task Learning and Knowledge Distillation Interspeech 2022 SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data AAAI 2022 State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach Interspeech 2022 SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization ACL 2022 Team IITP-AINLPML at WASSA 2022: Empathy Detection, Emotion Classification and Personality Detection ACL 2022 Towards Accurate Facial Motion Retargeting with Identity-Consistent and Expression-Exclusive Constraints AAAI 2022 Towards a Unified Multi-Dimensional Evaluator for Text Generation EMNLP 2022 Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation ACL 2022 Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text ACL 2022 UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022 Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC EMNLP 2022 Using Two Losses and Two Datasets Simultaneously to Improve TempoWiC Accuracy EMNLP 2022 Weighted Training for Cross-Task Learning ICLR 2022 What to Learn, and How: Toward Effective Learning from Rationales ACL 2022