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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

HAMBox: Delving Into Mining High-Quality Anchors on Face Detection CVPR 2020
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization ACL 2020
Biomedical Event Extraction as Sequence Labeling EMNLP 2020
How Far Can We Go with Data Selection? A Case Study on Semantic Sequence Tagging Tasks EMNLP 2020
Generalizing Natural Language Analysis through Span-relation Representations ACL 2020
Towards Enhancing Faithfulness for Neural Machine Translation EMNLP 2020
A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis EMNLP 2020
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking EMNLP 2020
The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks EMNLP 2020
Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning EMNLP 2020
Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting EMNLP 2020
Text Zoning and Classification for Job Advertisements in German, French and English EMNLP 2020
STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval EMNLP 2020
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization EMNLP 2020
APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning EMNLP 2020
When Does Self-Supervision Help Graph Convolutional Networks? ICML 2020
Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments EMNLP 2020
Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events EMNLP 2020
Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control NIPS 2020
Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations EMNLP 2020
Translation Quality Estimation by Jointly Learning to Score and Rank EMNLP 2020
Text Classification with Negative Supervision ACL 2020
Improving AMR Parsing with Sequence-to-Sequence Pre-training EMNLP 2020
A Multi-Persona Chatbot for Hotline Counselor Training EMNLP 2020
Multi-task Peer-Review Score Prediction EMNLP 2020