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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

HTE at ArAIEval Shared Task: Integrating Content Type Information in Binary Persuasive Technique Detection EMNLP 2023
A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations ACL 2023
Raphael at ArAIEval Shared Task: Understanding Persuasive Language and Tone, an LLM Approach EMNLP 2023
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction EMNLP 2023
Understanding and Bridging the Modality Gap for Speech Translation ACL 2023
Learning Semantic Role Labeling from Compatible Label Sequences EMNLP 2023
DialectNLU at NADI 2023 Shared Task: Transformer Based Multitask Approach Jointly Integrating Dialect and Machine Translation Tasks in Arabic EMNLP 2023
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation ACL 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ACL 2023
Dialogue Act-Aided Backchannel Prediction Using Multi-Task Learning EMNLP 2023
UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition EMNLP 2023
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification EMNLP 2023
Attractive Storyteller: Stylized Visual Storytelling with Unpaired Text ACL 2023
SmartSpanNER: Making SpanNER Robust in Low Resource Scenarios EMNLP 2023
CCSRD: Content-Centric Speech Representation Disentanglement Learning for End-to-End Speech Translation EMNLP 2023
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation ACL 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix EMNLP 2023
Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts EMNLP 2023
Tagging-Assisted Generation Model with Encoder and Decoder Supervision for Aspect Sentiment Triplet Extraction EMNLP 2023
SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation ACL 2023
Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning EMNLP 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
Multitask Multimodal Prompted Training for Interactive Embodied Task Completion EMNLP 2023
Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms EMNLP 2023