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multi-task learning

2575 papers

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MTL

Co-occurring keywords

transfer learning (5449) text classification (6793) representation learning (6206) neural network (6616) named entity recognition (2813) large language model (13587) domain adaptation (4595) knowledge distillation (3725) attention mechanism (4001) sentiment analysis (2084)

Papers

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
On the Generation of Medical Dialogs for COVID-19 IJCNLP 2021
Knowing the No-match: Entity Alignment with Dangling Cases IJCNLP 2021
Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning ICML 2021
Estimating Subjective Crowd-Evaluations as an Additional Objective to Improve Natural Language Generation EACL 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
Stabilizing Transformers for Reinforcement Learning ICML 2020
The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2020
Research on Task Discovery for Transfer Learning in Deep Neural Networks ACL 2020
Norm-Aware Embedding for Efficient Person Search CVPR 2020
NTU_NLP at SemEval-2020 Task 12: Identifying Offensive Tweets Using Hierarchical Multi-Task Learning Approach SEMEVAL 2020
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction SEMEVAL 2020
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction SEMEVAL 2020
CLaC at SemEval-2020 Task 5: Muli-task Stacked Bi-LSTMs SEMEVAL 2020
Learning From Synthetic Animals CVPR 2020
Joint Semantic Segmentation and Boundary Detection Using Iterative Pyramid Contexts CVPR 2020
CompGuessWhat?!: A Multi-task Evaluation Framework for Grounded Language Learning ACL 2020
Entity-Enriched Neural Models for Clinical Question Answering ACL 2020
Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering ACL 2020
Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference ACL 2020
Learning to Walk in the Real World with Minimal Human Effort CORL 2020