Multi-Task Learning

Enhancing Serialized Output Training for Multi-Talker ASR with Soft Monotonic Alignment and Utterance-level Timestamp Interspeech 2025 Enhancing Speech Emotion Recognition with Multi-Task Learning and Dynamic Feature Fusion Interspeech 2025 Evaluating Parameter Sharing for Spoofing-Aware Speaker Verification: A Case Study on the ASVspoof 5 Dataset Interspeech 2025 EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction AAAI 2025 Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging ACL 2025 Exploring Multimodal Relation Extraction of Hierarchical Tabular Data with Multi-task Learning ACL 2025 FedFSL-CFRD: Personalized Federated Few-Shot Learning with Collaborative Feature Representation Disentanglement AAAI 2025 FineVQ: Fine-Grained User Generated Content Video Quality Assessment CVPR 2025 From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025 Fusing Highly Specialized Language Models for Comprehensive Expertise ACL 2025 GMU Systems for the IWSLT 2025 Low-Resource Speech Translation Shared Task ACL 2025 GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025 HeterGP: Bridging Heterogeneity in Graph Neural Networks with Multi-View Prompting AAAI 2025 HOIMamba: Efficient Mamba-based Disentangled Progressive Learning for HOI Detection AAAI 2025 Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ACL 2025 Improving Online Job Advertisement Analysis via Compositional Entity Extraction EMNLP 2025 Information Transfer Across Clinical Tasks via Adaptive Parameter Optimisation AISTATS 2025 Joint Scheduling of Causal Prompts and Tasks for Multi-Task Learning CVPR 2025 Just a Scratch: Enhancing LLM Capabilities for Self-harm Detection through Intent Differentiation and Emoji Interpretation ACL 2025 Lemmatisation & Morphological Analysis of Unedited Greek: Do Simple Tasks Need Complex Solutions? ACL 2025 Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection AAAI 2025 Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation AAAI 2025 LiSTEN: Learning Soft Token Embeddings for Neural Audio LLMs Interspeech 2025 M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving AAAI 2025 MAPLE: Enhancing Review Generation with Multi-Aspect Prompt LEarning in Explainable Recommendation ACL 2025