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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation AAAI 2020
Multi-View Deep Attention Network for Reinforcement Learning (Student Abstract) AAAI 2020
Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract) AAAI 2020
A Multi-Task Approach to Open Domain Suggestion Mining (Student Abstract) AAAI 2020
Transformer-based Approach for Predicting Chemical Compound Structures AACL 2020
A Multi-Task Learning Approach to Sarcasm Detection (Student Abstract) AAAI 2020
Go Figure! Multi-task transformer-based architecture for metaphor detection using idioms: ETS team in 2020 metaphor shared task ACL 2020
Multi-Task Siamese Neural Network for Improving Replay Attack Detection INTERSPEECH 2020
Pattern-Structure Diffusion for Multi-Task Learning CVPR 2020
An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining ACL 2020
Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks EMNLP 2020
All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection INTERSPEECH 2020
Improving Transformer-Based Speech Recognition with Unsupervised Pre-Training and Multi-Task Semantic Knowledge Learning INTERSPEECH 2020
Entity-Enriched Neural Models for Clinical Question Answering ACL 2020
On the role of effective and referring questions in GuessWhat?! ACL 2020
Multi-Task Neural Model for Agglutinative Language Translation ACL 2020
Research on Task Discovery for Transfer Learning in Deep Neural Networks ACL 2020
The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2020
Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference ACL 2020
A Joint Neural Model for Information Extraction with Global Features ACL 2020
Structural Information Preserving for Graph-to-Text Generation ACL 2020
CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning ACL 2020
Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification ACL 2020
How to Ask Good Questions? Try to Leverage Paraphrases ACL 2020
Worse WER, but Better BLEU? Leveraging Word Embedding as Intermediate in Multitask End-to-End Speech Translation ACL 2020