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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

Encoding Syntactic Knowledge in Transformer Encoder for Intent Detection and Slot Filling AAAI 2021
Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language EACL 2021
Multi-task Learning Using a Combination of Contextualised and Static Word Embeddings for Arabic Sarcasm Detection and Sentiment Analysis EACL 2021
ALUE: Arabic Language Understanding Evaluation EACL 2021
Multilingual Negation Scope Resolution for Clinical Text EACL 2021
Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP EACL 2021
Language Modelling as a Multi-Task Problem EACL 2021
Us vs. Them: A Dataset of Populist Attitudes, News Bias and Emotions EACL 2021
A Unified Multi-Task Learning Framework for Joint Extraction of Entities and Relations AAAI 2021
Cross-lingual Sentence Embedding using Multi-Task Learning EMNLP 2021
Learning To Relate Depth and Semantics for Unsupervised Domain Adaptation CVPR 2021
MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training SEMEVAL 2021
Polygonal Building Extraction by Frame Field Learning CVPR 2021
Deep Multi-Task Learning for Joint Localization, Perception, and Prediction CVPR 2021
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling ACL 2021
When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework CVPR 2021
Three Birds with One Stone: Multi-Task Temporal Action Detection via Recycling Temporal Annotations CVPR 2021
Fingerspelling Detection in American Sign Language CVPR 2021
Image Change Captioning by Learning From an Auxiliary Task CVPR 2021
Boosting Multi-task Learning Through Combination of Task Labels - with Applications in ECG Phenotyping AAAI 2021
Multi-task and meta-learning with sparse linear bandits UAI 2021
Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction EMNLP 2021
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing AAAI 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021