Multi-Task Learning

Soft Target-Enhanced Matching Framework for Deep Entity Matching AAAI 2023 Spatialization Quality Metric for Binaural Speech Interspeech 2023 Speech Emotion Recognition using Decomposed Speech via Multi-task Learning Interspeech 2023 Split To Learn: Gradient Split for Multi-Task Human Image Analysis WACV 2023 StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints ACL 2023 Structured Case-Based Reasoning for Inference-Time Adaptation of Text-to-SQL Parsers AAAI 2023 Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks EMNLP 2023 Subspace Identification for Multi-Source Domain Adaptation NeurIPS 2023 Summarizing Multiple Documents with Conversational Structure for Meta-Review Generation EMNLP 2023 Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning ICML 2023 TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract) AAAI 2023 Target Vocabulary Recognition Based on Multi-Task Learning with Decomposed Teacher Sequences Interspeech 2023 TarViS: A Unified Approach for Target-Based Video Segmentation CVPR 2023 Task-aware Retrieval with Instructions ACL 2023 TaskExpert: Dynamically Assembling Multi-Task Representations with Memorial Mixture-of-Experts ICCV 2023 TaskWeb: Selecting Better Source Tasks for Multi-task NLP EMNLP 2023 Teaching to Learn: Sequential Teaching of Learners with Internal States AAAI 2023 Team_Hawk at WASSA 2023 Empathy, Emotion, and Personality Shared Task: Multi-tasking Multi-encoder based transformers for Empathy and Emotion Prediction in Conversations ACL 2023 Toward Edge-Efficient Dense Predictions With Synergistic Multi-Task Neural Architecture Search WACV 2023 Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation EMNLP 2023 Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information EMNLP 2023 Towards Enhancing Relational Rules for Knowledge Graph Link Prediction EMNLP 2023 Towards Fair and Selectively Privacy-Preserving Models Using Negative Multi-Task Learning (Student Abstract) AAAI 2023 Towards Flexible Multi-Modal Document Models CVPR 2023 Towards Generative Event Factuality Prediction ACL 2023