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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

Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem ACL 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts EMNLP 2022
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks ACL 2022
Measuring the Language of Self-Disclosure across Corpora ACL 2022
Ask Question First for Enhancing Lifelong Language Learning COLING 2022
Do Current Multi-Task Optimization Methods in Deep Learning Even Help? NIPS 2022
Multi-Task End-to-End Model for Telugu Dialect and Speech Recognition INTERSPEECH 2022
Zero-Shot Cross-lingual Semantic Parsing ACL 2022
A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction EMNLP 2022
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense IJCNLP 2021
MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training IJCNLP 2021
Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to Event IJCNLP 2021
The Logical Options Framework ICML 2021
Conservative Data Sharing for Multi-Task Offline Reinforcement Learning NIPS 2021
Enhancing Entity Boundary Detection for Better Chinese Named Entity Recognition ACL 2021
IMS’ Systems for the IWSLT 2021 Low-Resource Speech Translation Task IJCNLP 2021
Multilingual Speech Translation with Unified Transformer: Huawei Noah’s Ark Lab at IWSLT 2021 IJCNLP 2021
Conflict-Averse Gradient Descent for Multi-task learning NIPS 2021
Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction IJCNLP 2021
ASR Adaptation for E-commerce Chatbots using Cross-Utterance Context and Multi-Task Language Modeling IJCNLP 2021
BanditMTL: Bandit-based Multi-task Learning for Text Classification IJCNLP 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks IJCNLP 2021
XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation IJCNLP 2021
Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models EACL 2021
BERTGen: Multi-task Generation through BERT ACL 2021