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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Improving Robustness of Neural Machine Translation with Multi-task Learning ACL 2019
Incorporating Source Syntax into Transformer-Based Neural Machine Translation ACL 2019
DUT-NLP at MEDIQA 2019: An Adversarial Multi-Task Network to Jointly Model Recognizing Question Entailment and Question Answering ACL 2019
Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment ACL 2019
Regression or classification? Automated Essay Scoring for Norwegian ACL 2019
Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling ACL 2019
Symbolic Inductive Bias for Visually Grounded Learning of Spoken Language ACL 2019
Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference ACL 2019
Sequence Labeling Parsing by Learning across Representations ACL 2019
Incorporating Linguistic Constraints into Keyphrase Generation ACL 2019
Tree LSTMs with Convolution Units to Predict Stance and Rumor Veracity in Social Media Conversations ACL 2019
Compositional Semantic Parsing across Graphbanks ACL 2019
Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2019
Compositional Questions Do Not Necessitate Multi-hop Reasoning ACL 2019
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution ACL 2019
Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems ACL 2019
ELI5: Long Form Question Answering ACL 2019
Multi-task Pairwise Neural Ranking for Hashtag Segmentation ACL 2019
Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies ACL 2019
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank ACL 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction ACL 2019
Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling ACL 2019
Soft Representation Learning for Sparse Transfer ACL 2019
Semantic Role Labeling with Iterative Structure Refinement EMNLP 2019
Similarity Based Auxiliary Classifier for Named Entity Recognition EMNLP 2019