Multi-Task Learning

SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology WACV 2024 Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers? EMNLP 2024 Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024 SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data NeurIPS 2024 Semantic Fusion Augmentation and Semantic Boundary Detection: A Novel Approach to Multi-Target Video Moment Retrieval WACV 2024 Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph NeurIPS 2024 Serialized Output Training by Learned Dominance Interspeech 2024 Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models NeurIPS 2024 Soft-Label Integration for Robust Toxicity Classification NeurIPS 2024 Solving Spectrum Unmixing as a Multi-Task Bayesian Inverse Problem with Latent Factors for Endmember Variability AAAI 2024 SOT Triggered Neural Clustering for Speaker Attributed ASR Interspeech 2024 Sound3DVDet: 3D Sound Source Detection Using Multiview Microphone Array and RGB Images WACV 2024 Speaker- and Text-Independent Estimation of Articulatory Movements and Phoneme Alignments from Speech Interspeech 2024 STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation AAAI 2024 Stochastic-Constrained Stochastic Optimization with Markovian Data JMLR 2024 StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning ACL 2024 Subgraph Pooling: Tackling Negative Transfer on Graphs IJCAI 2024 Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems AAAI 2024 TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling AAAI 2024 Task2Box: Box Embeddings for Modeling Asymmetric Task Relationships CVPR 2024 Task-Driven Exploration: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection CVPR 2024 Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios ACL 2024 Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering ACL 2024 Temporally Consistent Factuality Probing for Large Language Models EMNLP 2024 Temporal Validity Change Prediction ACL 2024