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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

Generating Hypothetical Events for Abductive Inference ACL 2021
HOMADOS at SemEval-2021 Task 6: Multi-Task Learning for Propaganda Detection IJCNLP 2021
Cambridge at SemEval-2021 Task 1: An Ensemble of Feature-Based and Neural Models for Lexical Complexity Prediction IJCNLP 2021
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data ICML 2021
End-to-end mBERT based Seq2seq Enhanced Dependency Parser with Linguistic Typology knowledge IJCNLP 2021
A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents IJCNLP 2021
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense ACL 2021
On the Generation of Medical Dialogs for COVID-19 IJCNLP 2021
Knowing the No-match: Entity Alignment with Dangling Cases IJCNLP 2021
CLaC-np at SemEval-2021 Task 8: Dependency DGCNN ACL 2021
Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning NIPS 2021
Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning ICML 2021
UniRE: A Unified Label Space for Entity Relation Extraction ACL 2021
Multitask Learning for Citation Purpose Classification NAACL 2021
Retrofitting Structure-aware Transformer Language Model for End Tasks EMNLP 2020
Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations EMNLP 2020
Efficient Strategies for Hierarchical Text Classification: External Knowledge and Auxiliary Tasks ACL 2020
Stabilizing Transformers for Reinforcement Learning ICML 2020
Hierarchical Modeling for User Personality Prediction: The Role of Message-Level Attention ACL 2020
Understanding the Language of Political Agreement and Disagreement in Legislative Texts ACL 2020
ExpBERT: Representation Engineering with Natural Language Explanations ACL 2020
Words Aren’t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions ACL 2020
Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering ACL 2020
NTU_NLP at SemEval-2020 Task 12: Identifying Offensive Tweets Using Hierarchical Multi-Task Learning Approach SEMEVAL 2020
The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2020