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multi-task learning

2575 papers

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Also known as

MTL

Co-occurring keywords

transfer learning (5449) text classification (6793) representation learning (6206) neural network (6616) named entity recognition (2813) large language model (13587) domain adaptation (4595) knowledge distillation (3725) attention mechanism (4001) sentiment analysis (2084)

Papers

fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP ACL 2021
Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction ACL 2021
Multilingual Speech Translation with Unified Transformer: Huawei Noah’s Ark Lab at IWSLT 2021 ACL 2021
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders EMNLP 2021
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling ACL 2021
CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021
Integrating Higher-Level Semantics into Robust Biomedical Name Representations EACL 2021
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization ACL 2021
GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks EMNLP 2021
Multiple Heads Are Better Than One: Few-Shot Font Generation With Multiple Localized Experts ICCV 2021
T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition EACL 2021
Learning Relatedness between Types with Prototypes for Relation Extraction EACL 2021
Metrical Tagging in the Wild: Building and Annotating Poetry Corpora with Rhythmic Features EACL 2021
Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations EACL 2021
An Integrated Framework for Two-Pass Personalized Voice Trigger INTERSPEECH 2021
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling EMNLP 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP 2021
MGNet: Monocular Geometric Scene Understanding for Autonomous Driving ICCV 2021
An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems INTERSPEECH 2021
MilaNLP @ WASSA: Does BERT Feel Sad When You Cry? EACL 2021
Additive Phoneme-Aware Margin Softmax Loss for Language Recognition INTERSPEECH 2021
Let-Mi: An Arabic Levantine Twitter Dataset for Misogynistic Language EACL 2021
Graph-BAS3Net: Boundary-Aware Semi-Supervised Segmentation Network With Bilateral Graph Convolution ICCV 2021
Student Customized Knowledge Distillation: Bridging the Gap Between Student and Teacher ICCV 2021
MT-ORL: Multi-Task Occlusion Relationship Learning ICCV 2021