Multi-Task Learning

UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause EMNLP 2024 UnionFormer: Unified-Learning Transformer with Multi-View Representation for Image Manipulation Detection and Localization CVPR 2024 Universal Segmentation at Arbitrary Granularity with Language Instruction CVPR 2024 Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties AAAI 2024 Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network Compression JMLR 2024 ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CVPR 2024 ViSTec: Video Modeling for Sports Technique Recognition and Tactical Analysis AAAI 2024 VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation AAAI 2024 VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding AAAI 2024 What are the Generator Preferences for End-to-end Task-Oriented Dialog System? EMNLP 2024 whatdoyoumeme at SemEval-2024 Task 4: Hierarchical-Label-Aware Persuasion Detection using Translated Texts SemEval 2024 X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification ACL 2024 4D ASR: Joint modeling of CTC, Attention, Transducer, and Mask-Predict decoders Interspeech 2023 Abstractive Summarization for the Ukrainian Language: Multi-Task Learning with Hromadske.ua News Dataset EACL 2023 Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation EMNLP 2023 Adaptation Augmented Model-based Policy Optimization JMLR 2023 Adaptive Sparse Pairwise Loss for Object Re-Identification CVPR 2023 AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning AAAI 2023 Addressing Negative Transfer in Diffusion Models NeurIPS 2023 A Deeper (Autoregressive) Approach to Non-Convergent Discourse Parsing EMNLP 2023 Adversarial Multi-task Learning for End-to-end Metaphor Detection ACL 2023 A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check EMNLP 2023 A Generative Approach for Script Event Prediction via Contrastive Fine-Tuning AAAI 2023 A Hierarchical Context-aware Modeling Approach for Multi-aspect and Multi-granular Pronunciation Assessment Interspeech 2023 A Joint Model for Pronunciation Assessment and Mispronunciation Detection and Diagnosis with Multi-task Learning Interspeech 2023