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multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

MTDiag: An Effective Multi-Task Framework for Automatic Diagnosis AAAI 2023
UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition EMNLP 2023
GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language Models EMNLP 2023
Raphael at ArAIEval Shared Task: Understanding Persuasive Language and Tone, an LLM Approach EMNLP 2023
Learning Semantic Role Labeling from Compatible Label Sequences EMNLP 2023
Dialogue Act-Aided Backchannel Prediction Using Multi-Task Learning EMNLP 2023
Compressing Cross-Lingual Multi-Task Models at Qualtrics AAAI 2023
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction EMNLP 2023
Multi-Task Learning of Query Generation and Classification for Generative Conversational Question Rewriting EMNLP 2023
Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information EMNLP 2023
CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text EMNLP 2023
Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts EMNLP 2023
SmartSpanNER: Making SpanNER Robust in Low Resource Scenarios EMNLP 2023
Towards Fair and Selectively Privacy-Preserving Models Using Negative Multi-Task Learning (Student Abstract) AAAI 2023
Domain-Adapted Dependency Parsing for Cross-Domain Named Entity Recognition AAAI 2023
MIGA: A Unified Multi-Task Generation Framework for Conversational Text-to-SQL AAAI 2023
An Online Presentation Slide Assessment System Using Visual and Semantic Segmentation Features AAAI 2023
Multi-Task Imitation Learning for Linear Dynamical Systems L4DC 2023
Mitigating Negative Style Transfer in Hybrid Dialogue System AAAI 2023
LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception AAAI 2023
Multi-Source Survival Domain Adaptation AAAI 2023
A Speaker Turn-Aware Multi-Task Adversarial Network for Joint User Satisfaction Estimation and Sentiment Analysis AAAI 2023
Persuasion Strategies in Advertisements AAAI 2023
AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning AAAI 2023
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract) AAAI 2023