Multi-Task Learning

Boosting Neural Cognitive Diagnosis with Student’s Affective State Modeling AAAI 2024 Boosting Residual Networks with Group Knowledge AAAI 2024 Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model ACL 2024 CCIIPLab at SIGHAN-2024 dimABSA Task: Contrastive Learning-Enhanced Span-based Framework for Chinese Dimensional Aspect-Based Sentiment Analysis ACL 2024 Classifier Clustering and Feature Alignment for Federated Learning under Distributed Concept Drift NeurIPS 2024 CoBa: Convergence Balancer for Multitask Finetuning of Large Language Models EMNLP 2024 CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation EMNLP 2024 Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis AAAI 2024 Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators AAAI 2024 Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels ACL 2024 Compositional Structured Explanation Generation with Dynamic Modularized Reasoning NAACL 2024 Computerized Adaptive Testing via Collaborative Ranking NeurIPS 2024 ConstitutionalExperts: Training a Mixture of Principle-based Prompts ACL 2024 Context-Aware Tracking and Dynamic Introduction for Incomplete Utterance Rewriting in Extended Multi-Turn Dialogues ACL 2024 Continual Relation Extraction via Sequential Multi-Task Learning AAAI 2024 Cooperative Knowledge Distillation: A Learner Agnostic Approach AAAI 2024 Cost-Efficient Subjective Task Annotation and Modeling through Few-Shot Annotator Adaptation EMNLP 2024 CoT-based Data Augmentation Strategy for Persuasion Techniques Detection SemEval 2024 CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning AAAI 2024 D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain Recommendations AAAI 2024 D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment WACV 2024 DanceMVP: Self-Supervised Learning for Multi-Task Primitive-Based Dance Performance Assessment via Transformer Text Prompting AAAI 2024 Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024 DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning AAAI 2024 DATA-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning ACL 2024