Multi-Task Learning

Retrosynthesis Prediction with Local Template Retrieval AAAI 2023 Reviewing Labels: Label Graph Network with Top-k Prediction Set for Relation Extraction AAAI 2023 RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction EMNLP 2023 RGMIL: Guide Your Multiple-Instance Learning Model with Regressor NeurIPS 2023 Robust Temporal Smoothness in Multi-Task Learning AAAI 2023 Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture IJCAI 2023 Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels NeurIPS 2023 Score It All Together: A Multi-Task Learning Study on Automatic Scoring of Argumentative Essays ACL 2023 Semantic Human Parsing via Scalable Semantic Transfer Over Multiple Label Domains CVPR 2023 SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation ACL 2023 SmartSpanNER: Making SpanNER Robust in Low Resource Scenarios EMNLP 2023 Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking ACL 2023 Speech Emotion Recognition using Decomposed Speech via Multi-task Learning Interspeech 2023 STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning ICCV 2023 T2G-FORMER: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction AAAI 2023 Tagging-Assisted Generation Model with Encoder and Decoder Supervision for Aspect Sentiment Triplet Extraction EMNLP 2023 Task-Aware Self-Supervised Framework for Dialogue Discourse Parsing EMNLP 2023 Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification EMNLP 2023 The Simplicity Bias in Multi-Task RNNs: Shared Attractors, Reuse of Dynamics, and Geometric Representation NeurIPS 2023 Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information EMNLP 2023 Train-Once-for-All Personalization CVPR 2023 UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition EMNLP 2023 Understanding and Bridging the Modality Gap for Speech Translation ACL 2023 Universal Information Extraction as Unified Semantic Matching AAAI 2023 Universal Instance Perception As Object Discovery and Retrieval CVPR 2023