Multi-Task Learning

Towards Multi-task Learning of Speech and Speaker Recognition Interspeech 2023 Towards Personalized Federated Learning via Heterogeneous Model Reassembly NeurIPS 2023 Toxicity, Morality, and Speech Act Guided Stance Detection EMNLP 2023 Transfer Learning to Aid Dysarthria Severity Classification for Patients with Amyotrophic Lateral Sclerosis Interspeech 2023 Transformers as Algorithms: Generalization and Stability in In-context Learning ICML 2023 TUTORING: Instruction-Grounded Conversational Agent for Language Learners AAAI 2023 UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic EMNLP 2023 UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition EMNLP 2023 Understanding Differential Search Index for Text Retrieval ACL 2023 UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning ACL 2023 UNIFIED-IO: A Unified Model for Vision, Language, and Multi-modal Tasks ICLR 2023 Unified Modeling of Multi-Talker Overlapped Speech Recognition and Diarization with a Sidecar Separator Interspeech 2023 Unified Segment-to-Segment Framework for Simultaneous Sequence Generation NeurIPS 2023 Unifying Molecular and Textual Representations via Multi-task Language Modelling ICML 2023 Universal Instance Perception As Object Discovery and Retrieval CVPR 2023 Universal Morphology Control via Contextual Modulation ICML 2023 Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning AAAI 2023 Visually Grounded Continual Language Learning with Selective Specialization EMNLP 2023 When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP ACL 2023 Where to start? Analyzing the potential value of intermediate models EMNLP 2023 Who is Speaking? Speaker-Aware Multiparty Dialogue Act Classification EMNLP 2023 Why Don’t You Do It Right? Analysing Annotators’ Disagreement in Subjective Tasks EACL 2023 Why Is the Winner the Best? CVPR 2023 You Are What You Annotate: Towards Better Models through Annotator Representations EMNLP 2023 Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks ACL 2023