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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Translation Quality Estimation by Jointly Learning to Score and Rank EMNLP 2020
Retrofitting Structure-aware Transformer Language Model for End Tasks EMNLP 2020
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering ACL 2020
IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation EMNLP 2020
Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations EMNLP 2020
Improving Arabic Text Categorization Using Transformer Training Diversification COLING 2020
MIPaaL: Mixed Integer Program as a Layer AAAI 2020
COTSAE: CO-Training of Structure and Attribute Embeddings for Entity Alignment AAAI 2020
Utilizing Subword Entities in Character-Level Sequence-to-Sequence Lemmatization Models COLING 2020
Warren at SemEval-2020 Task 4: ALBERT and Multi-Task Learning for Commonsense Validation COLING 2020
CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality ACL 2020
Reinforced Multi-task Approach for Multi-hop Question Generation COLING 2020
Semi-supervised Multi-task Learning for Multi-label Fine-grained Sexism Classification COLING 2020
NTU_NLP at SemEval-2020 Task 12: Identifying Offensive Tweets Using Hierarchical Multi-Task Learning Approach COLING 2020
Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder ACL 2020
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information EMNLP 2020
Scoring Sentence Singletons and Pairs for Abstractive Summarization ACL 2019
Jointly Learning to Align and Translate with Transformer Models EMNLP 2019
Multi-Source Cross-Lingual Model Transfer: Learning What to Share ACL 2019
A Multi-Task Architecture on Relevance-based Neural Query Translation ACL 2019
Hierarchical Inter-Attention Network for Document Classification with Multi-Task Learning IJCAI 2019
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution ACL 2019
Bayesian Optimization for Policy Search via Online-Offline Experimentation JMLR 2019
Simultaneous Private Learning of Multiple Concepts JMLR 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction ACL 2019