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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Learning Sparse Sharing Architectures for Multiple Tasks AAAI 2020
Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning AAAI 2020
Frustratingly Easy Multilingual Grapheme-to-Phoneme Conversion ACL 2020
Hybrid Enhanced Universal Dependencies Parsing ACL 2020
A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT EMNLP 2020
Multi-task Learning for Multilingual Neural Machine Translation EMNLP 2020
Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations EMNLP 2020
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence Encoders EMNLP 2020
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems EMNLP 2020
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product EMNLP 2020
Translation Quality Estimation by Jointly Learning to Score and Rank EMNLP 2020
Lifelong Language Knowledge Distillation EMNLP 2020
Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking EMNLP 2020
Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations EMNLP 2020
Routing Enforced Generative Model for Recipe Generation EMNLP 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment EMNLP 2020
Distilling Multiple Domains for Neural Machine Translation EMNLP 2020
Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events EMNLP 2020
Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments EMNLP 2020
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking EMNLP 2020
Mention Extraction and Linking for SQL Query Generation EMNLP 2020
APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning EMNLP 2020
Transformer Based Multi-Source Domain Adaptation EMNLP 2020
VolTAGE: Volatility Forecasting via Text Audio Fusion with Graph Convolution Networks for Earnings Calls EMNLP 2020
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking EMNLP 2020