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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

NAAGN: Noise-Aware Attention-Gated Network for Speech Enhancement INTERSPEECH 2020
Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics EMNLP 2020
Type B Reflexivization as an Unambiguous Testbed for Multilingual Multi-Task Gender Bias EMNLP 2020
Hierarchical Graph Network for Multi-hop Question Answering EMNLP 2020
Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation AAAI 2020
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020
Learning Efficient Representations for Fake Speech Detection AAAI 2020
Invariant Causal Prediction for Block MDPs ICML 2020
Detecting Semantic Anomalies AAAI 2020
OF-MSRN: Optical Flow-Auxiliary Multi-Task Regression Network for Direct Quantitative Measurement, Segmentation and Motion Estimation AAAI 2020
A Multi-Task Approach to Open Domain Suggestion Mining (Student Abstract) AAAI 2020
Learning to Incorporate Structure Knowledge for Image Inpainting AAAI 2020
A Unified Model for Financial Event Classification, Detection and Summarization IJCAI 2020
CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning AAAI 2020
ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding AAAI 2020
Learning Sparse Sharing Architectures for Multiple Tasks AAAI 2020
Keywords-Guided Abstractive Sentence Summarization AAAI 2020
Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation EMNLP 2020
Towards Context-Aware End-to-End Code-Switching Speech Recognition INTERSPEECH 2020
Autoencoder Bottleneck Features with Multi-Task Optimisation for Improved Continuous Dysarthric Speech Recognition INTERSPEECH 2020
Automatic Scoring at Multi-Granularity for L2 Pronunciation INTERSPEECH 2020
TEST_POSITIVE at W-NUT 2020 Shared Task-3: Cross-task modeling EMNLP 2020
Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning INTERSPEECH 2020
Multi-Modal Embeddings Using Multi-Task Learning for Emotion Recognition INTERSPEECH 2020
SDC-Depth: Semantic Divide-and-Conquer Network for Monocular Depth Estimation CVPR 2020