Multi-Task Learning

ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning ACL 2023 Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition AAAI 2023 Contrastive Multi-Task Dense Prediction AAAI 2023 Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation ACL 2023 D4AM: A General Denoising Framework for Downstream Acoustic Models ICLR 2023 Dataless Knowledge Fusion by Merging Weights of Language Models ICLR 2023 Deep Parametric 3D Filters for Joint Video Denoising and Illumination Enhancement in Video Super Resolution AAAI 2023 DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction AAAI 2023 DialectNLU at NADI 2023 Shared Task: Transformer Based Multitask Approach Jointly Integrating Dialect and Machine Translation Tasks in Arabic EMNLP 2023 Dialogue Act-Aided Backchannel Prediction Using Multi-Task Learning EMNLP 2023 Distractor Generation based on Text2Text Language Models with Pseudo Kullback-Leibler Divergence Regulation ACL 2023 Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023 FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks CVPR 2023 Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ACL 2023 Fine-grained Visible Watermark Removal ICCV 2023 Focus on Details: Online Multi-Object Tracking With Diverse Fine-Grained Representation CVPR 2023 ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning NeurIPS 2023 Four Approaches to Low-Resource Multilingual NMT: The Helsinki Submission to the AmericasNLP 2023 Shared Task ACL 2023 Frame-Level Label Refinement for Skeleton-Based Weakly-Supervised Action Recognition AAAI 2023 From Node Interaction To Hop Interaction: New Effective and Scalable Graph Learning Paradigm CVPR 2023 GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding ACL 2023 Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis NeurIPS 2023 Hierarchical Fine-Grained Image Forgery Detection and Localization CVPR 2023 Hitachi at SemEval-2023 Task 3: Exploring Cross-lingual Multi-task Strategies for Genre and Framing Detection in Online News SemEval 2023 HTE at ArAIEval Shared Task: Integrating Content Type Information in Binary Persuasive Technique Detection EMNLP 2023